Overview

Dataset info

Number of variables 434
Number of observations 10000
Total Missing (%) 23.8%
Total size in memory 33.2 MiB
Average record size in memory 3.4 KiB

Variables types

Numeric 182
Categorical 31
Boolean 12
Date 0
Text (Unique) 0
Rejected 209
Unsupported 0

Warnings

  • C10 is highly correlated with C8 (ρ = 0.96903) Rejected
  • C11 is highly correlated with C6 (ρ = 0.99164) Rejected
  • C12 is highly skewed (γ1 = 28.318) Skewed
  • C12 has 9089 / 90.9% zeros Zeros
  • C13 is highly correlated with C9 (ρ = 0.94358) Rejected
  • C14 is highly correlated with C11 (ρ = 0.95171) Rejected
  • C2 is highly correlated with C1 (ρ = 0.98706) Rejected
  • C3 is highly skewed (γ1 = 29.745) Skewed
  • C3 has 9910 / 99.1% zeros Zeros
  • C4 is highly skewed (γ1 = 31.201) Skewed
  • C4 has 8356 / 83.6% zeros Zeros
  • C5 has 6014 / 60.1% zeros Zeros
  • C6 is highly correlated with C2 (ρ = 0.97898) Rejected
  • C7 is highly skewed (γ1 = 24.07) Skewed
  • C7 has 9096 / 91.0% zeros Zeros
  • C8 is highly correlated with C4 (ρ = 0.98295) Rejected
  • C9 is highly correlated with C5 (ρ = 0.92199) Rejected
  • D1 has 4524 / 45.2% zeros Zeros
  • D10 has 1265 / 12.6% missing values Missing
  • D10 has 3395 / 34.0% zeros Zeros
  • D11 has 7724 / 77.2% missing values Missing
  • D11 has 667 / 6.7% zeros Zeros
  • D12 is highly correlated with D6 (ρ = 0.98693) Rejected
  • D13 has 9720 / 97.2% missing values Missing
  • D13 has 231 / 2.3% zeros Zeros
  • D14 has 9550 / 95.5% missing values Missing
  • D14 has 341 / 3.4% zeros Zeros
  • D15 has 4931 / 49.3% missing values Missing
  • D15 has 1184 / 11.8% zeros Zeros
  • D2 is highly correlated with D1 (ρ = 0.98324) Rejected
  • D3 has 4273 / 42.7% missing values Missing
  • D3 has 1320 / 13.2% zeros Zeros
  • D4 has 6231 / 62.3% missing values Missing
  • D4 has 1104 / 11.0% zeros Zeros
  • D5 has 7232 / 72.3% missing values Missing
  • D5 has 492 / 4.9% zeros Zeros
  • D6 is highly correlated with D4 (ρ = 0.97534) Rejected
  • D7 is highly correlated with D5 (ρ = 1) Rejected
  • D8 has 8900 / 89.0% missing values Missing
  • D9 has 8900 / 89.0% missing values Missing
  • DeviceInfo has 8162 / 81.6% missing values Missing
  • DeviceInfo has a high cardinality: 173 distinct values Warning
  • DeviceType has 7881 / 78.8% missing values Missing
  • M1 has 5790 / 57.9% missing values Missing
  • M2 has 5790 / 57.9% missing values Missing
  • M3 has 5790 / 57.9% missing values Missing
  • M4 has 4886 / 48.9% missing values Missing
  • M5 has 5793 / 57.9% missing values Missing
  • M6 has 2572 / 25.7% missing values Missing
  • M7 has 7866 / 78.7% missing values Missing
  • M8 has 7866 / 78.7% missing values Missing
  • M9 has 7866 / 78.7% missing values Missing
  • P_emaildomain has 2105 / 21.1% missing values Missing
  • P_emaildomain has a high cardinality: 51 distinct values Warning
  • R_emaildomain has 8375 / 83.8% missing values Missing
  • TransactionDT is highly correlated with TransactionID (ρ = 0.98276) Rejected
  • V1 has 7724 / 77.2% missing values Missing
  • V1 is highly skewed (γ1 = -23.806) Skewed
  • V10 has 7724 / 77.2% missing values Missing
  • V10 has 1108 / 11.1% zeros Zeros
  • V100 has 9194 / 91.9% zeros Zeros
  • V101 has 9464 / 94.6% zeros Zeros
  • V102 is highly correlated with V97 (ρ = 0.92467) Rejected
  • V103 is highly correlated with V102 (ρ = 0.96239) Rejected
  • V104 has 9644 / 96.4% zeros Zeros
  • V105 has 9521 / 95.2% zeros Zeros
  • V106 is highly correlated with V104 (ρ = 0.92403) Rejected
  • V107 has constant value 1 Rejected
  • V11 is highly correlated with V10 (ρ = 0.96543) Rejected
  • V113 is highly correlated with V111 (ρ = 1) Rejected
  • V12 has 1266 / 12.7% missing values Missing
  • V12 has 5241 / 52.4% zeros Zeros
  • V122 is highly correlated with V120 (ρ = 0.94276) Rejected
  • V125 is highly correlated with V123 (ρ = 0.90852) Rejected
  • V126 has 8814 / 88.1% zeros Zeros
  • V127 has 8021 / 80.2% zeros Zeros
  • V128 is highly correlated with V127 (ρ = 0.91) Rejected
  • V129 is highly skewed (γ1 = 27.76) Skewed
  • V129 has 9520 / 95.2% zeros Zeros
  • V13 is highly correlated with V12 (ρ = 0.93414) Rejected
  • V130 has 8683 / 86.8% zeros Zeros
  • V131 has 9194 / 91.9% zeros Zeros
  • V132 has 9464 / 94.6% zeros Zeros
  • V133 is highly correlated with V127 (ρ = 0.9446) Rejected
  • V134 is highly correlated with V133 (ρ = 0.94302) Rejected
  • V135 is highly skewed (γ1 = 25.702) Skewed
  • V135 has 9644 / 96.4% zeros Zeros
  • V136 is highly skewed (γ1 = 21.934) Skewed
  • V136 has 9521 / 95.2% zeros Zeros
  • V137 is highly correlated with V136 (ρ = 0.94676) Rejected
  • V138 has 8618 / 86.2% missing values Missing
  • V138 has 1365 / 13.7% zeros Zeros
  • V139 has 8618 / 86.2% missing values Missing
  • V139 has 757 / 7.6% zeros Zeros
  • V14 has 1266 / 12.7% missing values Missing
  • V14 is highly skewed (γ1 = -66.072) Skewed
  • V140 is highly correlated with V139 (ρ = 0.99043) Rejected
  • V141 has 8618 / 86.2% missing values Missing
  • V141 has 1348 / 13.5% zeros Zeros
  • V142 has 8618 / 86.2% missing values Missing
  • V142 has 1346 / 13.5% zeros Zeros
  • V143 has 8618 / 86.2% missing values Missing
  • V143 has 661 / 6.6% zeros Zeros
  • V144 is highly correlated with V143 (ρ = 0.90544) Rejected
  • V145 is highly correlated with V144 (ρ = 0.97745) Rejected
  • V146 has 8618 / 86.2% missing values Missing
  • V146 has 1303 / 13.0% zeros Zeros
  • V147 is highly correlated with V146 (ρ = 0.99828) Rejected
  • V148 has 8618 / 86.2% missing values Missing
  • V148 has 757 / 7.6% zeros Zeros
  • V149 is highly correlated with V148 (ρ = 0.99614) Rejected
  • V15 has 1266 / 12.7% missing values Missing
  • V15 has 8389 / 83.9% zeros Zeros
  • V150 is highly correlated with V145 (ρ = 0.99839) Rejected
  • V151 is highly correlated with V150 (ρ = 0.99543) Rejected
  • V152 is highly correlated with V151 (ρ = 0.99603) Rejected
  • V153 is highly correlated with V149 (ρ = 0.91285) Rejected
  • V154 is highly correlated with V153 (ρ = 0.99213) Rejected
  • V155 is highly correlated with V154 (ρ = 0.98707) Rejected
  • V156 is highly correlated with V155 (ρ = 0.99268) Rejected
  • V157 is highly correlated with V156 (ρ = 0.96431) Rejected
  • V158 is highly correlated with V157 (ρ = 0.99145) Rejected
  • V159 is highly correlated with V152 (ρ = 0.99707) Rejected
  • V16 is highly correlated with V15 (ρ = 1) Rejected
  • V160 is highly correlated with V159 (ρ = 0.99566) Rejected
  • V161 has 8618 / 86.2% missing values Missing
  • V161 has 1348 / 13.5% zeros Zeros
  • V162 is highly correlated with V161 (ρ = 0.95742) Rejected
  • V163 is highly correlated with V162 (ρ = 0.99451) Rejected
  • V164 is highly correlated with V143 (ρ = 0.92971) Rejected
  • V165 is highly correlated with V164 (ρ = 0.90094) Rejected
  • V166 is highly correlated with V152 (ρ = 0.90398) Rejected
  • V167 has 8435 / 84.4% missing values Missing
  • V167 has 1311 / 13.1% zeros Zeros
  • V168 has 8435 / 84.4% missing values Missing
  • V168 has 1273 / 12.7% zeros Zeros
  • V169 has 8435 / 84.4% missing values Missing
  • V169 has 1507 / 15.1% zeros Zeros
  • V17 has 1266 / 12.7% missing values Missing
  • V17 has 8369 / 83.7% zeros Zeros
  • V170 has 8435 / 84.4% missing values Missing
  • V171 is highly correlated with V170 (ρ = 0.96884) Rejected
  • V172 has 8435 / 84.4% missing values Missing
  • V172 has 1494 / 14.9% zeros Zeros
  • V173 has 8435 / 84.4% missing values Missing
  • V173 has 1523 / 15.2% zeros Zeros
  • V174 has 8435 / 84.4% missing values Missing
  • V174 has 1484 / 14.8% zeros Zeros
  • V175 has 8435 / 84.4% missing values Missing
  • V175 has 1483 / 14.8% zeros Zeros
  • V176 has 8435 / 84.4% missing values Missing
  • V177 is highly correlated with V167 (ρ = 0.91716) Rejected
  • V178 is highly correlated with V168 (ρ = 0.91264) Rejected
  • V179 is highly correlated with V178 (ρ = 0.91385) Rejected
  • V18 is highly correlated with V17 (ρ = 0.99861) Rejected
  • V180 has 8435 / 84.4% missing values Missing
  • V180 has 1404 / 14.0% zeros Zeros
  • V181 has 8435 / 84.4% missing values Missing
  • V181 has 1439 / 14.4% zeros Zeros
  • V182 is highly correlated with V180 (ρ = 0.96812) Rejected
  • V183 has 8435 / 84.4% missing values Missing
  • V183 has 1424 / 14.2% zeros Zeros
  • V184 has 8435 / 84.4% missing values Missing
  • V184 has 1434 / 14.3% zeros Zeros
  • V185 is highly correlated with V184 (ρ = 0.99251) Rejected
  • V186 has 8435 / 84.4% missing values Missing
  • V187 is highly correlated with V178 (ρ = 0.93454) Rejected
  • V188 has 8435 / 84.4% missing values Missing
  • V189 is highly correlated with V188 (ρ = 0.97682) Rejected
  • V19 has 1266 / 12.7% missing values Missing
  • V19 has 3875 / 38.8% zeros Zeros
  • V190 is highly correlated with V186 (ρ = 0.95391) Rejected
  • V191 has 8435 / 84.4% missing values Missing
  • V192 is highly correlated with V187 (ρ = 0.96597) Rejected
  • V193 is highly correlated with V192 (ρ = 0.93046) Rejected
  • V194 has 8435 / 84.4% missing values Missing
  • V195 is highly correlated with V194 (ρ = 0.98282) Rejected
  • V196 is highly correlated with V191 (ρ = 0.92385) Rejected
  • V197 is highly correlated with V195 (ρ = 0.95056) Rejected
  • V198 is highly correlated with V197 (ρ = 0.98644) Rejected
  • V199 is highly correlated with V190 (ρ = 0.9366) Rejected
  • V2 has 7724 / 77.2% missing values Missing
  • V20 is highly correlated with V19 (ρ = 0.94468) Rejected
  • V200 is highly correlated with V197 (ρ = 0.91053) Rejected
  • V201 is highly correlated with V200 (ρ = 0.98304) Rejected
  • V202 has 8435 / 84.4% missing values Missing
  • V202 has 1311 / 13.1% zeros Zeros
  • V203 is highly correlated with V193 (ρ = 0.92518) Rejected
  • V204 is highly correlated with V203 (ρ = 0.94743) Rejected
  • V205 has 8435 / 84.4% missing values Missing
  • V205 has 1494 / 14.9% zeros Zeros
  • V206 has 8435 / 84.4% missing values Missing
  • V206 has 1523 / 15.2% zeros Zeros
  • V207 is highly correlated with V204 (ρ = 0.98227) Rejected
  • V208 has 8435 / 84.4% missing values Missing
  • V208 has 1484 / 14.8% zeros Zeros
  • V209 is highly correlated with V203 (ρ = 0.90702) Rejected
  • V21 is highly correlated with V18 (ρ = 0.9916) Rejected
  • V210 is highly correlated with V208 (ρ = 0.96231) Rejected
  • V211 is highly correlated with V202 (ρ = 0.95101) Rejected
  • V212 is highly correlated with V209 (ρ = 0.90958) Rejected
  • V213 is highly correlated with V212 (ρ = 0.95089) Rejected
  • V214 has 8435 / 84.4% missing values Missing
  • V214 has 1439 / 14.4% zeros Zeros
  • V215 is highly correlated with V212 (ρ = 0.92073) Rejected
  • V216 is highly correlated with V215 (ρ = 0.94341) Rejected
  • V217 is highly correlated with V167 (ρ = 0.95211) Rejected
  • V218 has 8418 / 84.2% missing values Missing
  • V218 has 1238 / 12.4% zeros Zeros
  • V219 is highly correlated with V218 (ρ = 0.99135) Rejected
  • V22 is highly correlated with V21 (ρ = 1) Rejected
  • V220 has 8409 / 84.1% missing values Missing
  • V220 has 1536 / 15.4% zeros Zeros
  • V221 has 8409 / 84.1% missing values Missing
  • V221 has 212 / 2.1% zeros Zeros
  • V222 is highly correlated with V221 (ρ = 0.97631) Rejected
  • V223 is highly correlated with V219 (ρ = 0.92949) Rejected
  • V224 is highly correlated with V223 (ρ = 0.94055) Rejected
  • V225 is highly correlated with V224 (ρ = 0.99638) Rejected
  • V226 has 8418 / 84.2% missing values Missing
  • V226 has 1485 / 14.8% zeros Zeros
  • V227 has 8409 / 84.1% missing values Missing
  • V227 has 1511 / 15.1% zeros Zeros
  • V228 has 8418 / 84.2% missing values Missing
  • V229 is highly correlated with V225 (ρ = 0.99263) Rejected
  • V23 has 1266 / 12.7% missing values Missing
  • V230 is highly correlated with V229 (ρ = 0.99722) Rejected
  • V231 is highly correlated with V179 (ρ = 0.95527) Rejected
  • V232 is highly correlated with V230 (ρ = 0.94155) Rejected
  • V233 is highly correlated with V232 (ρ = 0.95885) Rejected
  • V234 is highly correlated with V230 (ρ = 0.94199) Rejected
  • V235 is highly correlated with V181 (ρ = 0.92986) Rejected
  • V236 is highly correlated with V234 (ρ = 0.98373) Rejected
  • V237 is highly correlated with V236 (ρ = 0.9527) Rejected
  • V238 has 8409 / 84.1% missing values Missing
  • V238 has 1467 / 14.7% zeros Zeros
  • V239 is highly correlated with V238 (ρ = 0.97281) Rejected
  • V24 has 1266 / 12.7% missing values Missing
  • V240 has 8418 / 84.2% missing values Missing
  • V241 has 8418 / 84.2% missing values Missing
  • V242 is highly correlated with V232 (ρ = 0.92024) Rejected
  • V243 is highly correlated with V242 (ρ = 0.93946) Rejected
  • V244 is highly correlated with V243 (ρ = 0.95691) Rejected
  • V245 has 8409 / 84.1% missing values Missing
  • V245 has 212 / 2.1% zeros Zeros
  • V246 is highly correlated with V244 (ρ = 0.97342) Rejected
  • V247 is highly correlated with V246 (ρ = 0.97841) Rejected
  • V248 is highly correlated with V247 (ρ = 0.96245) Rejected
  • V249 is highly correlated with V248 (ρ = 0.99712) Rejected
  • V25 has 1266 / 12.7% missing values Missing
  • V25 has 2209 / 22.1% zeros Zeros
  • V250 has 8409 / 84.1% missing values Missing
  • V250 has 212 / 2.1% zeros Zeros
  • V251 is highly correlated with V250 (ρ = 0.98782) Rejected
  • V252 is highly correlated with V249 (ρ = 0.94993) Rejected
  • V253 is highly correlated with V252 (ρ = 0.95142) Rejected
  • V254 is highly correlated with V253 (ρ = 0.9987) Rejected
  • V255 is highly correlated with V251 (ρ = 0.96011) Rejected
  • V256 is highly correlated with V255 (ρ = 0.96499) Rejected
  • V257 is highly correlated with V254 (ρ = 0.92697) Rejected
  • V258 is highly correlated with V257 (ρ = 0.93294) Rejected
  • V259 is highly correlated with V255 (ρ = 0.91146) Rejected
  • V26 is highly correlated with V25 (ρ = 0.98351) Rejected
  • V260 has 8418 / 84.2% missing values Missing
  • V261 is highly correlated with V258 (ρ = 0.9902) Rejected
  • V262 is highly correlated with V261 (ρ = 0.99081) Rejected
  • V263 is highly correlated with V213 (ρ = 0.93398) Rejected
  • V264 is highly correlated with V262 (ρ = 0.97327) Rejected
  • V265 is highly correlated with V264 (ρ = 0.99602) Rejected
  • V266 is highly correlated with V265 (ρ = 0.91585) Rejected
  • V267 is highly correlated with V265 (ρ = 0.96906) Rejected
  • V268 is highly correlated with V267 (ρ = 0.9715) Rejected
  • V269 is highly correlated with V268 (ρ = 0.92373) Rejected
  • V27 is highly correlated with C3 (ρ = 0.93084) Rejected
  • V270 has 8409 / 84.1% missing values Missing
  • V270 has 1513 / 15.1% zeros Zeros
  • V271 is highly correlated with V270 (ρ = 0.96644) Rejected
  • V272 is highly correlated with V271 (ρ = 0.9899) Rejected
  • V273 is highly correlated with V213 (ρ = 0.98847) Rejected
  • V274 is highly correlated with V269 (ρ = 0.91556) Rejected
  • V275 is highly correlated with V274 (ρ = 0.99971) Rejected
  • V276 is highly correlated with V214 (ρ = 0.93397) Rejected
  • V277 is highly correlated with V275 (ρ = 0.98666) Rejected
  • V278 is highly correlated with V277 (ρ = 0.99592) Rejected
  • V279 has 8295 / 83.0% zeros Zeros
  • V28 is highly correlated with V27 (ρ = 1) Rejected
  • V280 is highly skewed (γ1 = 20.994) Skewed
  • V280 has 7373 / 73.7% zeros Zeros
  • V281 has 9566 / 95.7% zeros Zeros
  • V282 has 3983 / 39.8% zeros Zeros
  • V283 has 3964 / 39.6% zeros Zeros
  • V284 has 9193 / 91.9% zeros Zeros
  • V285 has 5979 / 59.8% zeros Zeros
  • V286 has 9723 / 97.2% zeros Zeros
  • V287 has 8118 / 81.2% zeros Zeros
  • V288 has 8502 / 85.0% zeros Zeros
  • V289 has 8447 / 84.5% zeros Zeros
  • V29 has 1266 / 12.7% missing values Missing
  • V29 has 5777 / 57.8% zeros Zeros
  • V290 is highly skewed (γ1 = 26.683) Skewed
  • V291 is highly skewed (γ1 = 57.489) Skewed
  • V292 is highly correlated with V291 (ρ = 0.98672) Rejected
  • V293 is highly correlated with V279 (ρ = 0.90814) Rejected
  • V294 is highly correlated with V292 (ρ = 0.92202) Rejected
  • V295 is highly correlated with V280 (ρ = 0.98115) Rejected
  • V296 is highly skewed (γ1 = 22.851) Skewed
  • V296 has 9098 / 91.0% zeros Zeros
  • V297 has 9548 / 95.5% zeros Zeros
  • V298 is highly correlated with V296 (ρ = 0.97733) Rejected
  • V299 has 9456 / 94.6% zeros Zeros
  • V3 has 7724 / 77.2% missing values Missing
  • V30 is highly correlated with V29 (ρ = 0.96741) Rejected
  • V300 has 9686 / 96.9% zeros Zeros
  • V301 is highly correlated with V300 (ρ = 0.97023) Rejected
  • V302 has 8398 / 84.0% zeros Zeros
  • V303 has 8341 / 83.4% zeros Zeros
  • V304 is highly correlated with V303 (ρ = 0.90316) Rejected
  • V305 has constant value 1 Rejected
  • V306 is highly correlated with V273 (ρ = 0.90001) Rejected
  • V307 is highly skewed (γ1 = 25.124) Skewed
  • V307 has 5308 / 53.1% zeros Zeros
  • V308 has 7373 / 73.7% zeros Zeros
  • V309 is highly skewed (γ1 = 22.169) Skewed
  • V309 has 9193 / 91.9% zeros Zeros
  • V31 has 1266 / 12.7% missing values Missing
  • V31 has 8310 / 83.1% zeros Zeros
  • V310 is highly skewed (γ1 = 26.695) Skewed
  • V310 has 5979 / 59.8% zeros Zeros
  • V311 is highly correlated with V206 (ρ = 0.95268) Rejected
  • V312 has 8118 / 81.2% zeros Zeros
  • V313 has 8502 / 85.0% zeros Zeros
  • V314 has 8208 / 82.1% zeros Zeros
  • V315 is highly correlated with V313 (ρ = 0.93933) Rejected
  • V316 is highly correlated with V306 (ρ = 0.93011) Rejected
  • V317 is highly correlated with V307 (ρ = 0.9712) Rejected
  • V318 is highly correlated with V308 (ρ = 0.97108) Rejected
  • V319 has 9548 / 95.5% zeros Zeros
  • V32 is highly correlated with V31 (ρ = 1) Rejected
  • V320 has 9178 / 91.8% zeros Zeros
  • V321 is highly correlated with V319 (ρ = 0.92732) Rejected
  • V322 is highly correlated with V167 (ρ = 0.91702) Rejected
  • V323 is highly correlated with V96 (ρ = 0.96626) Rejected
  • V324 has 8615 / 86.1% missing values Missing
  • V324 has 1145 / 11.5% zeros Zeros
  • V325 is highly correlated with V284 (ρ = 0.93435) Rejected
  • V326 is highly correlated with V285 (ρ = 0.98524) Rejected
  • V327 is highly correlated with V287 (ρ = 0.97997) Rejected
  • V328 has 8615 / 86.1% missing values Missing
  • V328 has 1281 / 12.8% zeros Zeros
  • V329 is highly correlated with V105 (ρ = 0.9457) Rejected
  • V33 is highly correlated with V16 (ρ = 1) Rejected
  • V330 is highly correlated with V328 (ρ = 0.98437) Rejected
  • V331 is highly correlated with V308 (ρ = 0.92713) Rejected
  • V332 has 8615 / 86.1% missing values Missing
  • V332 has 1121 / 11.2% zeros Zeros
  • V333 is highly correlated with V332 (ρ = 0.93019) Rejected
  • V334 is highly correlated with V129 (ρ = 1) Rejected
  • V335 is highly correlated with V130 (ρ = 0.98861) Rejected
  • V336 is highly correlated with V131 (ρ = 0.989) Rejected
  • V337 is highly correlated with V321 (ρ = 0.94737) Rejected
  • V338 is highly correlated with V136 (ρ = 0.91981) Rejected
  • V339 is highly correlated with V337 (ρ = 0.95238) Rejected
  • V34 is highly correlated with V33 (ρ = 1) Rejected
  • V35 has 6231 / 62.3% missing values Missing
  • V35 has 1991 / 19.9% zeros Zeros
  • V36 is highly correlated with V35 (ρ = 0.93868) Rejected
  • V37 has 6231 / 62.3% missing values Missing
  • V38 has 6231 / 62.3% missing values Missing
  • V39 has 6231 / 62.3% missing values Missing
  • V39 has 3344 / 33.4% zeros Zeros
  • V4 has 7724 / 77.2% missing values Missing
  • V4 has 553 / 5.5% zeros Zeros
  • V40 is highly correlated with V39 (ρ = 0.95078) Rejected
  • V41 has 6231 / 62.3% missing values Missing
  • V41 is highly skewed (γ1 = -25.013) Skewed
  • V42 is highly correlated with V39 (ρ = 0.97822) Rejected
  • V43 is highly correlated with V42 (ρ = 0.97063) Rejected
  • V44 has 6231 / 62.3% missing values Missing
  • V45 has 6231 / 62.3% missing values Missing
  • V46 has 6231 / 62.3% missing values Missing
  • V47 has 6231 / 62.3% missing values Missing
  • V48 has 6231 / 62.3% missing values Missing
  • V48 has 2174 / 21.7% zeros Zeros
  • V49 is highly correlated with V48 (ρ = 0.97296) Rejected
  • V5 is highly correlated with V4 (ρ = 0.93559) Rejected
  • V50 is highly correlated with V32 (ρ = 0.91412) Rejected
  • V51 is highly correlated with V50 (ρ = 0.91615) Rejected
  • V52 is highly correlated with V51 (ρ = 0.98883) Rejected
  • V53 has 1343 / 13.4% missing values Missing
  • V53 has 5073 / 50.7% zeros Zeros
  • V54 is highly correlated with V53 (ρ = 0.93342) Rejected
  • V55 has 1343 / 13.4% missing values Missing
  • V56 has 1343 / 13.4% missing values Missing
  • V57 is highly correlated with V52 (ρ = 0.91658) Rejected
  • V58 is highly correlated with V57 (ρ = 0.99435) Rejected
  • V59 is highly correlated with V42 (ρ = 0.91899) Rejected
  • V6 has 7724 / 77.2% missing values Missing
  • V60 is highly correlated with V59 (ρ = 0.98824) Rejected
  • V61 has 1343 / 13.4% missing values Missing
  • V61 has 3684 / 36.8% zeros Zeros
  • V62 is highly correlated with V61 (ρ = 0.94925) Rejected
  • V63 is highly correlated with V60 (ρ = 0.98155) Rejected
  • V64 is highly correlated with V63 (ρ = 0.9708) Rejected
  • V65 is highly correlated with V14 (ρ = 1) Rejected
  • V66 has 1343 / 13.4% missing values Missing
  • V66 has 2182 / 21.8% zeros Zeros
  • V67 is highly correlated with V66 (ρ = 0.97961) Rejected
  • V68 is highly correlated with V28 (ρ = 1) Rejected
  • V69 has 1343 / 13.4% missing values Missing
  • V69 has 5750 / 57.5% zeros Zeros
  • V7 has 7724 / 77.2% missing values Missing
  • V70 is highly correlated with V69 (ρ = 0.97165) Rejected
  • V71 is highly correlated with V58 (ρ = 0.96054) Rejected
  • V72 is highly correlated with V71 (ρ = 0.99462) Rejected
  • V73 is highly correlated with V72 (ρ = 0.94385) Rejected
  • V74 is highly correlated with V73 (ρ = 0.98703) Rejected
  • V75 has 4931 / 49.3% missing values Missing
  • V75 has 2645 / 26.5% zeros Zeros
  • V76 is highly correlated with V75 (ρ = 0.92135) Rejected
  • V77 has 4931 / 49.3% missing values Missing
  • V78 has 4931 / 49.3% missing values Missing
  • V79 is highly correlated with V74 (ρ = 0.91027) Rejected
  • V8 has 7724 / 77.2% missing values Missing
  • V80 is highly correlated with V64 (ρ = 0.90626) Rejected
  • V81 is highly correlated with V80 (ρ = 0.98557) Rejected
  • V82 has 4931 / 49.3% missing values Missing
  • V82 has 1186 / 11.9% zeros Zeros
  • V83 is highly correlated with V82 (ρ = 0.91173) Rejected
  • V84 is highly correlated with V81 (ρ = 0.9692) Rejected
  • V85 is highly correlated with V84 (ρ = 0.97277) Rejected
  • V86 has 4931 / 49.3% missing values Missing
  • V87 has 4931 / 49.3% missing values Missing
  • V88 has 4931 / 49.3% missing values Missing
  • V88 is highly skewed (γ1 = -25.12) Skewed
  • V89 is highly correlated with V68 (ρ = 1) Rejected
  • V9 has 7724 / 77.2% missing values Missing
  • V90 is highly correlated with V48 (ρ = 0.90874) Rejected
  • V91 is highly correlated with V90 (ρ = 0.96322) Rejected
  • V92 is highly correlated with V72 (ρ = 0.92621) Rejected
  • V93 is highly correlated with V92 (ρ = 0.99676) Rejected
  • V94 is highly correlated with V79 (ρ = 0.98469) Rejected
  • V95 has 8814 / 88.1% zeros Zeros
  • V96 has 8021 / 80.2% zeros Zeros
  • V97 is highly correlated with V96 (ρ = 0.93392) Rejected
  • V98 has 9520 / 95.2% zeros Zeros
  • V99 has 8683 / 86.8% zeros Zeros
  • addr1 has 913 / 9.1% missing values Missing
  • addr2 has 913 / 9.1% missing values Missing
  • addr2 is highly skewed (γ1 = 35.994) Skewed
  • card2 has 119 / 1.2% missing values Missing
  • dist1 has 6615 / 66.1% missing values Missing
  • dist1 has 313 / 3.1% zeros Zeros
  • dist2 has 9622 / 96.2% missing values Missing
  • id_01 has 7840 / 78.4% missing values Missing
  • id_01 has 596 / 6.0% zeros Zeros
  • id_02 has 7881 / 78.8% missing values Missing
  • id_03 has 9076 / 90.8% missing values Missing
  • id_03 has 868 / 8.7% zeros Zeros
  • id_04 has 9076 / 90.8% missing values Missing
  • id_04 has 918 / 9.2% zeros Zeros
  • id_05 has 7926 / 79.3% missing values Missing
  • id_05 has 1454 / 14.5% zeros Zeros
  • id_06 has 7926 / 79.3% missing values Missing
  • id_06 has 1477 / 14.8% zeros Zeros
  • id_07 is highly correlated with D3 (ρ = 0.98614) Rejected
  • id_08 has 9940 / 99.4% missing values Missing
  • id_09 has 8900 / 89.0% missing values Missing
  • id_09 has 1000 / 10.0% zeros Zeros
  • id_10 has 8900 / 89.0% missing values Missing
  • id_10 has 1079 / 10.8% zeros Zeros
  • id_11 has 7881 / 78.8% missing values Missing
  • id_12 has 7840 / 78.4% missing values Missing
  • id_13 has 8347 / 83.5% missing values Missing
  • id_14 has 8618 / 86.2% missing values Missing
  • id_15 has 7881 / 78.8% missing values Missing
  • id_16 has 8029 / 80.3% missing values Missing
  • id_17 has 7893 / 78.9% missing values Missing
  • id_18 has 9437 / 94.4% missing values Missing
  • id_19 has 7893 / 78.9% missing values Missing
  • id_20 has 7894 / 78.9% missing values Missing
  • id_21 has 9940 / 99.4% missing values Missing
  • id_22 is highly correlated with V94 (ρ = 0.929) Rejected
  • id_23 has 9940 / 99.4% missing values Missing
  • id_24 is highly correlated with V50 (ρ = 0.9898) Rejected
  • id_25 is highly correlated with D3 (ρ = 0.9988) Rejected
  • id_26 has 9940 / 99.4% missing values Missing
  • id_27 has 9940 / 99.4% missing values Missing
  • id_28 has 7881 / 78.8% missing values Missing
  • id_29 has 7881 / 78.8% missing values Missing
  • id_30 has 8659 / 86.6% missing values Missing
  • id_30 has a high cardinality: 54 distinct values Warning
  • id_31 has 7885 / 78.8% missing values Missing
  • id_31 has a high cardinality: 52 distinct values Warning
  • id_32 has 8659 / 86.6% missing values Missing
  • id_33 has 8753 / 87.5% missing values Missing
  • id_33 has a high cardinality: 53 distinct values Warning
  • id_34 has 8679 / 86.8% missing values Missing
  • id_35 has 7881 / 78.8% missing values Missing
  • id_36 has 7881 / 78.8% missing values Missing
  • id_37 has 7881 / 78.8% missing values Missing
  • id_38 has 7881 / 78.8% missing values Missing

Variables

C1
Numeric

Distinct count 179
Unique (%) 1.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 8.4048
Minimum 0
Maximum 735
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 3
95-th percentile 24.05
Maximum 735
Range 735
Interquartile range 2

Descriptive statistics

Standard deviation 34.574
Coef of variation 4.1136
Kurtosis 201.02
Mean 8.4048
MAD 11.798
Skewness 11.399
Sum 84048
Variance 1195.4
Memory size 476.2 KiB
Value Count Frequency (%)  
1.0 5276 52.8%
 
2.0 1760 17.6%
 
3.0 880 8.8%
 
4.0 506 5.1%
 
5.0 283 2.8%
 
6.0 167 1.7%
 
7.0 140 1.4%
 
8.0 115 1.1%
 
9.0 70 0.7%
 
10.0 62 0.6%
 
Other values (169) 741 7.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 7 0.1%
 
1.0 5276 52.8%
 
2.0 1760 17.6%
 
3.0 880 8.8%
 
4.0 506 5.1%
 

Maximum 5 values

Value Count Frequency (%)  
254.0 1 0.0%
 
255.0 1 0.0%
 
733.0 2 0.0%
 
734.0 5 0.1%
 
735.0 3 0.0%
 

C10
Highly correlated

This variable is highly correlated with C8 and should be ignored for analysis

Correlation 0.96903

C11
Highly correlated

This variable is highly correlated with C6 and should be ignored for analysis

Correlation 0.99164

C12
Numeric

Distinct count 25
Unique (%) 0.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.2281
Minimum 0
Maximum 84
Zeros (%) 90.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 84
Range 84
Interquartile range 0

Descriptive statistics

Standard deviation 2.0552
Coef of variation 9.0099
Kurtosis 1008.3
Mean 0.2281
MAD 0.41464
Skewness 28.318
Sum 2281
Variance 4.2237
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 9089 90.9%
 
1.0 620 6.2%
 
2.0 149 1.5%
 
3.0 53 0.5%
 
4.0 20 0.2%
 
5.0 11 0.1%
 
10.0 9 0.1%
 
13.0 7 0.1%
 
7.0 7 0.1%
 
9.0 5 0.1%
 
Other values (15) 30 0.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9089 90.9%
 
1.0 620 6.2%
 
2.0 149 1.5%
 
3.0 53 0.5%
 
4.0 20 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
37.0 1 0.0%
 
42.0 2 0.0%
 
71.0 1 0.0%
 
83.0 2 0.0%
 
84.0 1 0.0%
 

C13
Highly correlated

This variable is highly correlated with C9 and should be ignored for analysis

Correlation 0.94358

C14
Highly correlated

This variable is highly correlated with C11 and should be ignored for analysis

Correlation 0.95171

C2
Highly correlated

This variable is highly correlated with C1 and should be ignored for analysis

Correlation 0.98706

C3
Numeric

Distinct count 5
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0101
Minimum 0
Maximum 8
Zeros (%) 99.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 8
Range 8
Interquartile range 0

Descriptive statistics

Standard deviation 0.12884
Coef of variation 12.756
Kurtosis 1547.4
Mean 0.0101
MAD 0.020018
Skewness 29.745
Sum 101
Variance 0.0166
Memory size 476.2 KiB
Value Count Frequency (%)  
0.0 9910 99.1%
 
1.0 86 0.9%
 
2.0 2 0.0%
 
3.0 1 0.0%
 
8.0 1 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9910 99.1%
 
1.0 86 0.9%
 
2.0 2 0.0%
 
3.0 1 0.0%
 
8.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 9910 99.1%
 
1.0 86 0.9%
 
2.0 2 0.0%
 
3.0 1 0.0%
 
8.0 1 0.0%
 

C4
Numeric

Distinct count 28
Unique (%) 0.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.8094
Minimum 0
Maximum 538
Zeros (%) 83.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 538
Range 538
Interquartile range 0

Descriptive statistics

Standard deviation 17.014
Coef of variation 21.021
Kurtosis 978.98
Mean 0.8094
MAD 1.3527
Skewness 31.201
Sum 8094
Variance 289.48
Memory size 476.2 KiB
Value Count Frequency (%)  
0.0 8356 83.6%
 
1.0 1346 13.5%
 
2.0 164 1.6%
 
3.0 52 0.5%
 
4.0 20 0.2%
 
5.0 20 0.2%
 
21.0 5 0.1%
 
536.0 5 0.1%
 
7.0 5 0.1%
 
537.0 3 0.0%
 
Other values (18) 24 0.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 8356 83.6%
 
1.0 1346 13.5%
 
2.0 164 1.6%
 
3.0 52 0.5%
 
4.0 20 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
48.0 2 0.0%
 
534.0 1 0.0%
 
536.0 5 0.1%
 
537.0 3 0.0%
 
538.0 1 0.0%
 

C5
Numeric

Distinct count 165
Unique (%) 1.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 5.7022
Minimum 0
Maximum 278
Zeros (%) 60.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 11
Maximum 278
Range 278
Interquartile range 1

Descriptive statistics

Standard deviation 24.885
Coef of variation 4.364
Kurtosis 30.806
Mean 5.7022
MAD 9.607
Skewness 5.4237
Sum 57022
Variance 619.24
Memory size 476.2 KiB
Value Count Frequency (%)  
0.0 6014 60.1%
 
1.0 2231 22.3%
 
2.0 629 6.3%
 
3.0 247 2.5%
 
4.0 117 1.2%
 
5.0 80 0.8%
 
6.0 47 0.5%
 
7.0 43 0.4%
 
10.0 37 0.4%
 
8.0 34 0.3%
 
Other values (155) 521 5.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 6014 60.1%
 
1.0 2231 22.3%
 
2.0 629 6.3%
 
3.0 247 2.5%
 
4.0 117 1.2%
 

Maximum 5 values

Value Count Frequency (%)  
219.0 1 0.0%
 
220.0 1 0.0%
 
224.0 4 0.0%
 
270.0 1 0.0%
 
278.0 1 0.0%
 

C6
Highly correlated

This variable is highly correlated with C2 and should be ignored for analysis

Correlation 0.97898

C7
Numeric

Distinct count 21
Unique (%) 0.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.1707
Minimum 0
Maximum 48
Zeros (%) 91.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 48
Range 48
Interquartile range 0

Descriptive statistics

Standard deviation 1.4239
Coef of variation 8.3417
Kurtosis 676.32
Mean 0.1707
MAD 0.31054
Skewness 24.07
Sum 1707
Variance 2.0276
Memory size 476.2 KiB
Value Count Frequency (%)  
0.0 9096 91.0%
 
1.0 725 7.2%
 
2.0 100 1.0%
 
4.0 21 0.2%
 
3.0 21 0.2%
 
5.0 13 0.1%
 
7.0 5 0.1%
 
30.0 2 0.0%
 
27.0 2 0.0%
 
13.0 2 0.0%
 
Other values (11) 13 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9096 91.0%
 
1.0 725 7.2%
 
2.0 100 1.0%
 
3.0 21 0.2%
 
4.0 21 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
33.0 2 0.0%
 
34.0 1 0.0%
 
46.0 1 0.0%
 
47.0 1 0.0%
 
48.0 2 0.0%
 

C8
Highly correlated

This variable is highly correlated with C4 and should be ignored for analysis

Correlation 0.98295

C9
Highly correlated

This variable is highly correlated with C5 and should be ignored for analysis

Correlation 0.92199

D1
Numeric

Distinct count 495
Unique (%) 5.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 96.69
Minimum 0
Maximum 634
Zeros (%) 45.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 10
Q3 151
95-th percentile 455
Maximum 634
Range 634
Interquartile range 151

Descriptive statistics

Standard deviation 145.97
Coef of variation 1.5097
Kurtosis 0.95465
Mean 96.69
MAD 116.04
Skewness 1.4877
Sum 966900
Variance 21309
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 4524 45.2%
 
1.0 137 1.4%
 
30.0 74 0.7%
 
2.0 62 0.6%
 
28.0 61 0.6%
 
91.0 59 0.6%
 
29.0 59 0.6%
 
3.0 55 0.5%
 
14.0 54 0.5%
 
180.0 51 0.5%
 
Other values (485) 4864 48.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 4524 45.2%
 
1.0 137 1.4%
 
2.0 62 0.6%
 
3.0 55 0.5%
 
4.0 43 0.4%
 

Maximum 5 values

Value Count Frequency (%)  
604.0 1 0.0%
 
625.0 1 0.0%
 
626.0 2 0.0%
 
632.0 1 0.0%
 
634.0 1 0.0%
 

D10
Numeric

Distinct count 502
Unique (%) 5.0%
Missing (%) 12.6%
Missing (n) 1265
Infinite (%) 0.0%
Infinite (n) 0
Mean 127.27
Minimum 0
Maximum 695
Zeros (%) 34.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 29
Q3 233
95-th percentile 475
Maximum 695
Range 695
Interquartile range 233

Descriptive statistics

Standard deviation 166.68
Coef of variation 1.3096
Kurtosis -0.38115
Mean 127.27
MAD 141.33
Skewness 1.0608
Sum 1111700
Variance 27781
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 3395 34.0%
 
1.0 90 0.9%
 
28.0 76 0.8%
 
30.0 68 0.7%
 
483.0 61 0.6%
 
29.0 50 0.5%
 
484.0 48 0.5%
 
485.0 48 0.5%
 
3.0 44 0.4%
 
455.0 43 0.4%
 
Other values (491) 4812 48.1%
 
(Missing) 1265 12.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 3395 34.0%
 
1.0 90 0.9%
 
2.0 37 0.4%
 
3.0 44 0.4%
 
4.0 30 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
520.0 1 0.0%
 
543.0 1 0.0%
 
655.0 2 0.0%
 
657.0 1 0.0%
 
695.0 1 0.0%
 

D11
Numeric

Distinct count 443
Unique (%) 4.4%
Missing (%) 77.2%
Missing (n) 7724
Infinite (%) 0.0%
Infinite (n) 0
Mean 157.01
Minimum -33
Maximum 488
Zeros (%) 6.7%

Quantile statistics

Minimum -33
5-th percentile 0
Q1 0
Median 90
Q3 301
95-th percentile 454
Maximum 488
Range 521
Interquartile range 301

Descriptive statistics

Standard deviation 164.42
Coef of variation 1.0472
Kurtosis -1.1419
Mean 157.01
MAD 146.48
Skewness 0.60655
Sum 357360
Variance 27034
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 667 6.7%
 
455.0 16 0.2%
 
183.0 16 0.2%
 
13.0 15 0.1%
 
28.0 15 0.1%
 
423.0 15 0.1%
 
427.0 15 0.1%
 
426.0 14 0.1%
 
30.0 13 0.1%
 
1.0 13 0.1%
 
Other values (432) 1477 14.8%
 
(Missing) 7724 77.2%
 

Minimum 5 values

Value Count Frequency (%)  
-33.0 1 0.0%
 
-15.0 1 0.0%
 
-13.0 1 0.0%
 
0.0 667 6.7%
 
1.0 13 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
482.0 1 0.0%
 
483.0 4 0.0%
 
484.0 3 0.0%
 
485.0 1 0.0%
 
488.0 1 0.0%
 

D12
Highly correlated

This variable is highly correlated with D6 and should be ignored for analysis

Correlation 0.98693

D13
Numeric

Distinct count 37
Unique (%) 0.4%
Missing (%) 97.2%
Missing (n) 9720
Infinite (%) 0.0%
Infinite (n) 0
Mean 20.796
Minimum 0
Maximum 367
Zeros (%) 2.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 229
Maximum 367
Range 367
Interquartile range 0

Descriptive statistics

Standard deviation 67.161
Coef of variation 3.2294
Kurtosis 11.921
Mean 20.796
MAD 35.894
Skewness 3.5623
Sum 5823
Variance 4510.6
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 231 2.3%
 
1.0 4 0.0%
 
229.0 4 0.0%
 
2.0 3 0.0%
 
3.0 3 0.0%
 
60.0 2 0.0%
 
47.0 2 0.0%
 
295.0 2 0.0%
 
13.0 2 0.0%
 
122.0 1 0.0%
 
Other values (26) 26 0.3%
 
(Missing) 9720 97.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 231 2.3%
 
1.0 4 0.0%
 
2.0 3 0.0%
 
3.0 3 0.0%
 
7.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
303.0 1 0.0%
 
305.0 1 0.0%
 
312.0 1 0.0%
 
357.0 1 0.0%
 
367.0 1 0.0%
 

D14
Numeric

Distinct count 85
Unique (%) 0.9%
Missing (%) 95.5%
Missing (n) 9550
Infinite (%) 0.0%
Infinite (n) 0
Mean 45.498
Minimum -193
Maximum 696
Zeros (%) 3.4%

Quantile statistics

Minimum -193
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 334.75
Maximum 696
Range 889
Interquartile range 0

Descriptive statistics

Standard deviation 118.28
Coef of variation 2.5996
Kurtosis 8.2885
Mean 45.498
MAD 74.939
Skewness 2.8064
Sum 20474
Variance 13990
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 341 3.4%
 
84.0 7 0.1%
 
2.0 5 0.1%
 
50.0 4 0.0%
 
1.0 3 0.0%
 
3.0 3 0.0%
 
361.0 2 0.0%
 
71.0 2 0.0%
 
250.0 2 0.0%
 
-193.0 2 0.0%
 
Other values (74) 79 0.8%
 
(Missing) 9550 95.5%
 

Minimum 5 values

Value Count Frequency (%)  
-193.0 2 0.0%
 
-83.0 1 0.0%
 
0.0 341 3.4%
 
1.0 3 0.0%
 
2.0 5 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
543.0 1 0.0%
 
595.0 1 0.0%
 
598.0 1 0.0%
 
693.0 1 0.0%
 
696.0 1 0.0%
 

D15
Numeric

Distinct count 508
Unique (%) 5.1%
Missing (%) 49.3%
Missing (n) 4931
Infinite (%) 0.0%
Infinite (n) 0
Mean 196.16
Minimum -83
Maximum 695
Zeros (%) 11.8%

Quantile statistics

Minimum -83
5-th percentile 0
Q1 4
Median 147
Q3 391
95-th percentile 481
Maximum 695
Range 778
Interquartile range 387

Descriptive statistics

Standard deviation 184.93
Coef of variation 0.94277
Kurtosis -1.4386
Mean 196.16
MAD 167.27
Skewness 0.37736
Sum 994320
Variance 34200
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1184 11.8%
 
456.0 56 0.6%
 
455.0 56 0.6%
 
485.0 53 0.5%
 
484.0 49 0.5%
 
483.0 47 0.5%
 
479.0 43 0.4%
 
475.0 37 0.4%
 
1.0 35 0.4%
 
482.0 35 0.4%
 
Other values (497) 3474 34.7%
 
(Missing) 4931 49.3%
 

Minimum 5 values

Value Count Frequency (%)  
-83.0 1 0.0%
 
-60.0 1 0.0%
 
-30.0 1 0.0%
 
-15.0 1 0.0%
 
-13.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
591.0 1 0.0%
 
626.0 2 0.0%
 
657.0 1 0.0%
 
665.0 1 0.0%
 
695.0 1 0.0%
 

D2
Highly correlated

This variable is highly correlated with D1 and should be ignored for analysis

Correlation 0.98324

D3
Numeric

Distinct count 291
Unique (%) 2.9%
Missing (%) 42.7%
Missing (n) 4273
Infinite (%) 0.0%
Infinite (n) 0
Mean 28.153
Minimum 0
Maximum 487
Zeros (%) 13.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 11
Q3 29
95-th percentile 122
Maximum 487
Range 487
Interquartile range 28

Descriptive statistics

Standard deviation 54.779
Coef of variation 1.9458
Kurtosis 20.892
Mean 28.153
MAD 29.425
Skewness 4.1569
Sum 161230
Variance 3000.7
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1320 13.2%
 
1.0 335 3.4%
 
30.0 237 2.4%
 
28.0 220 2.2%
 
2.0 178 1.8%
 
14.0 151 1.5%
 
29.0 149 1.5%
 
7.0 145 1.5%
 
3.0 141 1.4%
 
4.0 139 1.4%
 
Other values (280) 2712 27.1%
 
(Missing) 4273 42.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1320 13.2%
 
1.0 335 3.4%
 
2.0 178 1.8%
 
3.0 141 1.4%
 
4.0 139 1.4%
 

Maximum 5 values

Value Count Frequency (%)  
459.0 2 0.0%
 
473.0 1 0.0%
 
474.0 1 0.0%
 
485.0 1 0.0%
 
487.0 1 0.0%
 

D4
Numeric

Distinct count 485
Unique (%) 4.9%
Missing (%) 62.3%
Missing (n) 6231
Infinite (%) 0.0%
Infinite (n) 0
Mean 167.73
Minimum -122
Maximum 657
Zeros (%) 11.0%

Quantile statistics

Minimum -122
5-th percentile 0
Q1 0
Median 88
Q3 338
95-th percentile 479
Maximum 657
Range 779
Interquartile range 338

Descriptive statistics

Standard deviation 179.5
Coef of variation 1.0702
Kurtosis -1.2201
Mean 167.73
MAD 160.77
Skewness 0.60259
Sum 632160
Variance 32220
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1104 11.0%
 
456.0 35 0.4%
 
1.0 30 0.3%
 
479.0 27 0.3%
 
30.0 27 0.3%
 
483.0 27 0.3%
 
485.0 26 0.3%
 
28.0 26 0.3%
 
480.0 25 0.2%
 
481.0 25 0.2%
 
Other values (474) 2417 24.2%
 
(Missing) 6231 62.3%
 

Minimum 5 values

Value Count Frequency (%)  
-122.0 1 0.0%
 
-90.0 1 0.0%
 
-83.0 1 0.0%
 
-15.0 1 0.0%
 
-2.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
495.0 1 0.0%
 
499.0 1 0.0%
 
547.0 1 0.0%
 
581.0 1 0.0%
 
657.0 1 0.0%
 

D5
Numeric

Distinct count 260
Unique (%) 2.6%
Missing (%) 72.3%
Missing (n) 7232
Infinite (%) 0.0%
Infinite (n) 0
Mean 35.05
Minimum 0
Maximum 475
Zeros (%) 4.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 13
Q3 30
95-th percentile 170.95
Maximum 475
Range 475
Interquartile range 28

Descriptive statistics

Standard deviation 65.177
Coef of variation 1.8595
Kurtosis 14.163
Mean 35.05
MAD 37.751
Skewness 3.5202
Sum 97018
Variance 4248
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 492 4.9%
 
1.0 152 1.5%
 
30.0 104 1.0%
 
28.0 98 1.0%
 
2.0 89 0.9%
 
14.0 80 0.8%
 
7.0 76 0.8%
 
4.0 71 0.7%
 
11.0 70 0.7%
 
3.0 66 0.7%
 
Other values (249) 1470 14.7%
 
(Missing) 7232 72.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 492 4.9%
 
1.0 152 1.5%
 
2.0 89 0.9%
 
3.0 66 0.7%
 
4.0 71 0.7%
 

Maximum 5 values

Value Count Frequency (%)  
456.0 1 0.0%
 
459.0 1 0.0%
 
461.0 1 0.0%
 
465.0 1 0.0%
 
475.0 1 0.0%
 

D6
Highly correlated

This variable is highly correlated with D4 and should be ignored for analysis

Correlation 0.97534

D7
Highly correlated

This variable is highly correlated with D5 and should be ignored for analysis

Correlation 1

D8
Numeric

Distinct count 666
Unique (%) 6.7%
Missing (%) 89.0%
Missing (n) 8900
Infinite (%) 0.0%
Infinite (n) 0
Mean 144.86
Minimum 0
Maximum 1123.9
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 0.125
Q1 1.6667
Median 38.146
Q3 199.28
95-th percentile 764.61
Maximum 1123.9
Range 1123.9
Interquartile range 197.61

Descriptive statistics

Standard deviation 225.79
Coef of variation 1.5587
Kurtosis 3.4868
Mean 144.86
MAD 163.42
Skewness 2.0328
Sum 159350
Variance 50981
Memory size 156.2 KiB
Value Count Frequency (%)  
0.04166600108146668 25 0.2%
 
0.7083330154418945 22 0.2%
 
0.9166659712791444 20 0.2%
 
0.7916659712791443 17 0.2%
 
1.666666030883789 15 0.1%
 
0.875 15 0.1%
 
0.0 15 0.1%
 
0.8333330154418945 14 0.1%
 
0.5833330154418945 14 0.1%
 
0.08333300054073334 14 0.1%
 
Other values (655) 929 9.3%
 
(Missing) 8900 89.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 15 0.1%
 
0.04166600108146668 25 0.2%
 
0.08333300054073334 14 0.1%
 
0.125 8 0.1%
 
0.16666600108146667 11 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
872.8333129882812 1 0.0%
 
872.875 1 0.0%
 
1122.625 1 0.0%
 
1122.7083740234377 1 0.0%
 
1123.9166259765623 1 0.0%
 

D9
Numeric

Distinct count 25
Unique (%) 0.2%
Missing (%) 89.0%
Missing (n) 8900
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.50939
Minimum 0
Maximum 0.95833
Zeros (%) 0.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0.125
Median 0.625
Q3 0.79167
95-th percentile 0.91667
Maximum 0.95833
Range 0.95833
Interquartile range 0.66667

Descriptive statistics

Standard deviation 0.32875
Coef of variation 0.64537
Kurtosis -1.4502
Mean 0.50939
MAD 0.29573
Skewness -0.32832
Sum 560.33
Variance 0.10808
Memory size 156.2 KiB
Value Count Frequency (%)  
0.04166600108146668 82 0.8%
 
0.7916659712791443 77 0.8%
 
0.0 75 0.8%
 
0.7083330154418945 72 0.7%
 
0.08333300054073334 70 0.7%
 
0.6666659712791443 67 0.7%
 
0.875 63 0.6%
 
0.8333330154418945 62 0.6%
 
0.5833330154418945 62 0.6%
 
0.75 60 0.6%
 
Other values (14) 410 4.1%
 
(Missing) 8900 89.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 75 0.8%
 
0.04166600108146668 82 0.8%
 
0.08333300054073334 70 0.7%
 
0.125 58 0.6%
 
0.16666600108146667 45 0.4%
 

Maximum 5 values

Value Count Frequency (%)  
0.7916659712791443 77 0.8%
 
0.8333330154418945 62 0.6%
 
0.875 63 0.6%
 
0.9166659712791444 55 0.5%
 
0.9583330154418944 54 0.5%
 

DeviceInfo
Categorical

Distinct count 173
Unique (%) 1.7%
Missing (%) 81.6%
Missing (n) 8162
Windows
 
785
iOS Device
 
373
MacOS
 
196
Other values (169)
 
484
(Missing)
8162
Value Count Frequency (%)  
Windows 785 7.8%
 
iOS Device 373 3.7%
 
MacOS 196 2.0%
 
Trident/7.0 125 1.2%
 
rv:48.0 19 0.2%
 
rv:11.0 16 0.2%
 
rv:57.0 16 0.2%
 
SM-G935F Build/NRD90M 13 0.1%
 
SM-J700M Build/MMB29K 10 0.1%
 
KFFOWI Build/LVY48F 8 0.1%
 
Other values (162) 277 2.8%
 
(Missing) 8162 81.6%
 

DeviceType
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 78.8%
Missing (n) 7881
desktop
 
1329
mobile
 
790
(Missing)
7881
Value Count Frequency (%)  
desktop 1329 13.3%
 
mobile 790 7.9%
 
(Missing) 7881 78.8%
 

M1
Categorical

Distinct count 2
Unique (%) 0.0%
Missing (%) 57.9%
Missing (n) 5790
T
4210
(Missing)
5790
Value Count Frequency (%)  
T 4210 42.1%
 
(Missing) 5790 57.9%
 

M2
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 57.9%
Missing (n) 5790
T
3797
F
 
413
(Missing)
5790
Value Count Frequency (%)  
T 3797 38.0%
 
F 413 4.1%
 
(Missing) 5790 57.9%
 

M3
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 57.9%
Missing (n) 5790
T
3291
F
 
919
(Missing)
5790
Value Count Frequency (%)  
T 3291 32.9%
 
F 919 9.2%
 
(Missing) 5790 57.9%
 

M4
Categorical

Distinct count 4
Unique (%) 0.0%
Missing (%) 48.9%
Missing (n) 4886
M0
3583
M1
 
872
M2
 
659
(Missing)
4886
Value Count Frequency (%)  
M0 3583 35.8%
 
M1 872 8.7%
 
M2 659 6.6%
 
(Missing) 4886 48.9%
 

M5
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 57.9%
Missing (n) 5793
F
2264
T
1943
(Missing)
5793
Value Count Frequency (%)  
F 2264 22.6%
 
T 1943 19.4%
 
(Missing) 5793 57.9%
 

M6
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 25.7%
Missing (n) 2572
F
4212
T
3216
(Missing)
2572
Value Count Frequency (%)  
F 4212 42.1%
 
T 3216 32.2%
 
(Missing) 2572 25.7%
 

M7
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 78.7%
Missing (n) 7866
F
1811
T
 
323
(Missing)
7866
Value Count Frequency (%)  
F 1811 18.1%
 
T 323 3.2%
 
(Missing) 7866 78.7%
 

M8
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 78.7%
Missing (n) 7866
F
 
1319
T
 
815
(Missing)
7866
Value Count Frequency (%)  
F 1319 13.2%
 
T 815 8.2%
 
(Missing) 7866 78.7%
 

M9
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 78.7%
Missing (n) 7866
T
1815
F
 
319
(Missing)
7866
Value Count Frequency (%)  
T 1815 18.1%
 
F 319 3.2%
 
(Missing) 7866 78.7%
 

P_emaildomain
Categorical

Distinct count 51
Unique (%) 0.5%
Missing (%) 21.1%
Missing (n) 2105
gmail.com
3677
yahoo.com
1726
hotmail.com
 
633
Other values (47)
1859
(Missing)
2105
Value Count Frequency (%)  
gmail.com 3677 36.8%
 
yahoo.com 1726 17.3%
 
hotmail.com 633 6.3%
 
anonymous.com 490 4.9%
 
aol.com 418 4.2%
 
comcast.net 153 1.5%
 
icloud.com 98 1.0%
 
outlook.com 84 0.8%
 
msn.com 59 0.6%
 
att.net 53 0.5%
 
Other values (40) 504 5.0%
 
(Missing) 2105 21.1%
 

ProductCD
Categorical

Distinct count 5
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
W
7709
C
 
906
H
 
871
Other values (2)
 
514
Value Count Frequency (%)  
W 7709 77.1%
 
C 906 9.1%
 
H 871 8.7%
 
R 305 3.0%
 
S 209 2.1%
 

R_emaildomain
Categorical

Distinct count 40
Unique (%) 0.4%
Missing (%) 83.8%
Missing (n) 8375
gmail.com
 
642
hotmail.com
 
346
anonymous.com
 
233
Other values (36)
 
404
(Missing)
8375
Value Count Frequency (%)  
gmail.com 642 6.4%
 
hotmail.com 346 3.5%
 
anonymous.com 233 2.3%
 
yahoo.com 124 1.2%
 
outlook.com 64 0.6%
 
comcast.net 31 0.3%
 
yahoo.com.mx 23 0.2%
 
aol.com 22 0.2%
 
icloud.com 18 0.2%
 
live.com.mx 16 0.2%
 
Other values (29) 106 1.1%
 
(Missing) 8375 83.8%
 

TransactionAmt
Numeric

Distinct count 1390
Unique (%) 13.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 131.53
Minimum 1.896
Maximum 3247.9
Zeros (%) 0.0%

Quantile statistics

Minimum 1.896
5-th percentile 20
Q1 44
Median 74.95
Q3 131.06
95-th percentile 425
Maximum 3247.9
Range 3246
Interquartile range 87.058

Descriptive statistics

Standard deviation 215.14
Coef of variation 1.6356
Kurtosis 69.112
Mean 131.53
MAD 105.49
Skewness 6.9758
Sum 1315300
Variance 46284
Memory size 476.2 KiB
Value Count Frequency (%)  
50.0 658 6.6%
 
100.0 653 6.5%
 
59.0 370 3.7%
 
117.0 325 3.2%
 
107.95 274 2.7%
 
25.0 257 2.6%
 
57.95 239 2.4%
 
40.0 225 2.2%
 
150.0 217 2.2%
 
200.0 205 2.1%
 
Other values (1380) 6577 65.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.896 1 0.0%
 
2.326 1 0.0%
 
2.356 2 0.0%
 
2.5380000000000003 2 0.0%
 
2.802 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2907.95 1 0.0%
 
2948.95 1 0.0%
 
3000.0 2 0.0%
 
3162.95 4 0.0%
 
3247.91 1 0.0%
 

TransactionDT
Highly correlated

This variable is highly correlated with TransactionID and should be ignored for analysis

Correlation 0.98276

TransactionID
Numeric

Distinct count 10000
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2992000
Minimum 2987000
Maximum 2996999
Zeros (%) 0.0%

Quantile statistics

Minimum 2987000
5-th percentile 2987500
Q1 2989500
Median 2992000
Q3 2994500
95-th percentile 2996500
Maximum 2996999
Range 9999
Interquartile range 4999.5

Descriptive statistics

Standard deviation 2886.9
Coef of variation 0.00096487
Kurtosis -1.2
Mean 2992000
MAD 2500
Skewness 0
Sum 29919995000
Variance 8334200
Memory size 476.2 KiB
Value Count Frequency (%)  
2988029 1 0.0%
 
2993503 1 0.0%
 
2989417 1 0.0%
 
2987368 1 0.0%
 
2993511 1 0.0%
 
2991462 1 0.0%
 
2995556 1 0.0%
 
2989409 1 0.0%
 
2987360 1 0.0%
 
2991454 1 0.0%
 
Other values (9990) 9990 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
2987000 1 0.0%
 
2987001 1 0.0%
 
2987002 1 0.0%
 
2987003 1 0.0%
 
2987004 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2996995 1 0.0%
 
2996996 1 0.0%
 
2996997 1 0.0%
 
2996998 1 0.0%
 
2996999 1 0.0%
 

V1
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 77.2%
Missing (n) 7724
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.99824
Minimum 0
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 1
Range 1
Interquartile range 0

Descriptive statistics

Standard deviation 0.041895
Coef of variation 0.041968
Kurtosis 565.25
Mean 0.99824
MAD 0.0035088
Skewness -23.806
Sum 2272
Variance 0.0017552
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 2272 22.7%
 
0.0 4 0.0%
 
(Missing) 7724 77.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 4 0.0%
 
1.0 2272 22.7%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 4 0.0%
 
1.0 2272 22.7%
 

V10
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 77.2%
Missing (n) 7724
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.52109
Minimum 0
Maximum 2
Zeros (%) 11.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1
Q3 1
95-th percentile 1
Maximum 2
Range 2
Interquartile range 1

Descriptive statistics

Standard deviation 0.51526
Coef of variation 0.98881
Kurtosis -1.5765
Mean 0.52109
MAD 0.50735
Skewness 0.089295
Sum 1186
Variance 0.26549
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 1150 11.5%
 
0.0 1108 11.1%
 
2.0 18 0.2%
 
(Missing) 7724 77.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1108 11.1%
 
1.0 1150 11.5%
 
2.0 18 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 1108 11.1%
 
1.0 1150 11.5%
 
2.0 18 0.2%
 

V100
Numeric

Distinct count 11
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.1082
Minimum 0
Maximum 10
Zeros (%) 91.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 10
Range 10
Interquartile range 0

Descriptive statistics

Standard deviation 0.46337
Coef of variation 4.2826
Kurtosis 113.61
Mean 0.1082
MAD 0.19896
Skewness 8.3975
Sum 1082
Variance 0.21471
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 9194 91.9%
 
1.0 662 6.6%
 
2.0 84 0.8%
 
3.0 33 0.3%
 
4.0 11 0.1%
 
5.0 6 0.1%
 
8.0 3 0.0%
 
7.0 2 0.0%
 
6.0 2 0.0%
 
10.0 2 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9194 91.9%
 
1.0 662 6.6%
 
2.0 84 0.8%
 
3.0 33 0.3%
 
4.0 11 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
6.0 2 0.0%
 
7.0 2 0.0%
 
8.0 3 0.0%
 
9.0 1 0.0%
 
10.0 2 0.0%
 

V101
Numeric

Distinct count 11
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.1097
Minimum 0
Maximum 10
Zeros (%) 94.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 10
Range 10
Interquartile range 0

Descriptive statistics

Standard deviation 0.60341
Coef of variation 5.5005
Kurtosis 86.435
Mean 0.1097
MAD 0.20764
Skewness 8.2908
Sum 1097
Variance 0.3641
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 9464 94.6%
 
1.0 299 3.0%
 
2.0 105 1.1%
 
3.0 58 0.6%
 
4.0 25 0.2%
 
5.0 17 0.2%
 
6.0 15 0.1%
 
7.0 6 0.1%
 
9.0 5 0.1%
 
8.0 4 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9464 94.6%
 
1.0 299 3.0%
 
2.0 105 1.1%
 
3.0 58 0.6%
 
4.0 25 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
6.0 15 0.1%
 
7.0 6 0.1%
 
8.0 4 0.0%
 
9.0 5 0.1%
 
10.0 2 0.0%
 

V102
Highly correlated

This variable is highly correlated with V97 and should be ignored for analysis

Correlation 0.92467

V103
Highly correlated

This variable is highly correlated with V102 and should be ignored for analysis

Correlation 0.96239

V104
Numeric

Distinct count 7
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0526
Minimum 0
Maximum 6
Zeros (%) 96.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 6
Range 6
Interquartile range 0

Descriptive statistics

Standard deviation 0.32287
Coef of variation 6.1382
Kurtosis 90.448
Mean 0.0526
MAD 0.10145
Skewness 8.4884
Sum 526
Variance 0.10424
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 9644 96.4%
 
1.0 255 2.5%
 
2.0 57 0.6%
 
3.0 26 0.3%
 
4.0 12 0.1%
 
5.0 5 0.1%
 
6.0 1 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9644 96.4%
 
1.0 255 2.5%
 
2.0 57 0.6%
 
3.0 26 0.3%
 
4.0 12 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 57 0.6%
 
3.0 26 0.3%
 
4.0 12 0.1%
 
5.0 5 0.1%
 
6.0 1 0.0%
 

V105
Numeric

Distinct count 12
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0853
Minimum 0
Maximum 12
Zeros (%) 95.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 12
Range 12
Interquartile range 0

Descriptive statistics

Standard deviation 0.50739
Coef of variation 5.9484
Kurtosis 147.2
Mean 0.0853
MAD 0.16243
Skewness 10.197
Sum 853
Variance 0.25745
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 9521 95.2%
 
1.0 319 3.2%
 
2.0 70 0.7%
 
3.0 39 0.4%
 
4.0 23 0.2%
 
6.0 16 0.2%
 
5.0 6 0.1%
 
12.0 2 0.0%
 
9.0 1 0.0%
 
11.0 1 0.0%
 
Other values (2) 2 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9521 95.2%
 
1.0 319 3.2%
 
2.0 70 0.7%
 
3.0 39 0.4%
 
4.0 23 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
7.0 1 0.0%
 
8.0 1 0.0%
 
9.0 1 0.0%
 
11.0 1 0.0%
 
12.0 2 0.0%
 

V106
Highly correlated

This variable is highly correlated with V104 and should be ignored for analysis

Correlation 0.92403

V107
Constant

This variable is constant and should be ignored for analysis

Constant value 1

V108
Boolean

Distinct count 2
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Mean 1.0023
1.0
9977
2.0
 
23
Value Count Frequency (%)  
1.0 9977 99.8%
 
2.0 23 0.2%
 

V109
Boolean

Distinct count 2
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Mean 1.0042
1.0
9958
2.0
 
42
Value Count Frequency (%)  
1.0 9958 99.6%
 
2.0 42 0.4%
 

V11
Highly correlated

This variable is highly correlated with V10 and should be ignored for analysis

Correlation 0.96543

V110
Boolean

Distinct count 2
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Mean 1.003
1.0
9970
2.0
 
30
Value Count Frequency (%)  
1.0 9970 99.7%
 
2.0 30 0.3%
 

V111
Boolean

Distinct count 2
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Mean 1.001
1.0
9990
2.0
 
10
Value Count Frequency (%)  
1.0 9990 99.9%
 
2.0 10 0.1%
 

V112
Boolean

Distinct count 2
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Mean 1.0015
1.0
9985
2.0
 
15
Value Count Frequency (%)  
1.0 9985 99.9%
 
2.0 15 0.1%
 

V113
Highly correlated

This variable is highly correlated with V111 and should be ignored for analysis

Correlation 1

V114
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0056
Minimum 1
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 3
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.079808
Coef of variation 0.079363
Kurtosis 268.88
Mean 1.0056
MAD 0.011142
Skewness 15.532
Sum 10056
Variance 0.0063693
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 9948 99.5%
 
2.0 48 0.5%
 
3.0 4 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 9948 99.5%
 
2.0 48 0.5%
 
3.0 4 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 9948 99.5%
 
2.0 48 0.5%
 
3.0 4 0.0%
 

V115
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0103
Minimum 1
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 3
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.10581
Coef of variation 0.10473
Kurtosis 130.81
Mean 1.0103
MAD 0.020398
Skewness 10.939
Sum 10103
Variance 0.011195
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 9902 99.0%
 
2.0 93 0.9%
 
3.0 5 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 9902 99.0%
 
2.0 93 0.9%
 
3.0 5 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 9902 99.0%
 
2.0 93 0.9%
 
3.0 5 0.1%
 

V116
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0073
Minimum 1
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 3
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.089708
Coef of variation 0.089058
Kurtosis 191.99
Mean 1.0073
MAD 0.014499
Skewness 13.196
Sum 10073
Variance 0.0080475
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 9931 99.3%
 
2.0 65 0.7%
 
3.0 4 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 9931 99.3%
 
2.0 65 0.7%
 
3.0 4 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 9931 99.3%
 
2.0 65 0.7%
 
3.0 4 0.0%
 

V117
Boolean

Distinct count 2
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Mean 1.0003
1.0
9997
2.0
 
3
Value Count Frequency (%)  
1.0 9997 100.0%
 
2.0 3 0.0%
 

V118
Boolean

Distinct count 2
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Mean 1.0008
1.0
9992
2.0
 
8
Value Count Frequency (%)  
1.0 9992 99.9%
 
2.0 8 0.1%
 

V119
Boolean

Distinct count 2
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Mean 1.0005
1.0
9995
2.0
 
5
Value Count Frequency (%)  
1.0 9995 100.0%
 
2.0 5 0.1%
 

V12
Numeric

Distinct count 5
Unique (%) 0.1%
Missing (%) 12.7%
Missing (n) 1266
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.40417
Minimum 0
Maximum 3
Zeros (%) 52.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 1
Maximum 3
Range 3
Interquartile range 1

Descriptive statistics

Standard deviation 0.50183
Coef of variation 1.2416
Kurtosis -0.8807
Mean 0.40417
MAD 0.48506
Skewness 0.58067
Sum 3530
Variance 0.25184
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 5241 52.4%
 
1.0 3467 34.7%
 
2.0 15 0.1%
 
3.0 11 0.1%
 
(Missing) 1266 12.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 5241 52.4%
 
1.0 3467 34.7%
 
2.0 15 0.1%
 
3.0 11 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 5241 52.4%
 
1.0 3467 34.7%
 
2.0 15 0.1%
 
3.0 11 0.1%
 

V120
Boolean

Distinct count 2
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Mean 1.0008
1.0
9992
2.0
 
8
Value Count Frequency (%)  
1.0 9992 99.9%
 
2.0 8 0.1%
 

V121
Boolean

Distinct count 2
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Mean 1.0014
1.0
9986
2.0
 
14
Value Count Frequency (%)  
1.0 9986 99.9%
 
2.0 14 0.1%
 

V122
Highly correlated

This variable is highly correlated with V120 and should be ignored for analysis

Correlation 0.94276

V123
Numeric

Distinct count 5
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.014
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.13344
Coef of variation 0.1316
Kurtosis 188.89
Mean 1.014
MAD 0.027653
Skewness 11.893
Sum 10140
Variance 0.017806
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 9876 98.8%
 
2.0 111 1.1%
 
3.0 11 0.1%
 
5.0 1 0.0%
 
4.0 1 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 9876 98.8%
 
2.0 111 1.1%
 
3.0 11 0.1%
 
4.0 1 0.0%
 
5.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 9876 98.8%
 
2.0 111 1.1%
 
3.0 11 0.1%
 
4.0 1 0.0%
 
5.0 1 0.0%
 

V124
Numeric

Distinct count 5
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0283
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.18521
Coef of variation 0.18011
Kurtosis 80.07
Mean 1.0283
MAD 0.055157
Skewness 7.867
Sum 10283
Variance 0.034303
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 9745 97.5%
 
2.0 232 2.3%
 
3.0 19 0.2%
 
4.0 3 0.0%
 
5.0 1 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 9745 97.5%
 
2.0 232 2.3%
 
3.0 19 0.2%
 
4.0 3 0.0%
 
5.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 9745 97.5%
 
2.0 232 2.3%
 
3.0 19 0.2%
 
4.0 3 0.0%
 
5.0 1 0.0%
 

V125
Highly correlated

This variable is highly correlated with V123 and should be ignored for analysis

Correlation 0.90852

V126
Numeric

Distinct count 430
Unique (%) 4.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 37.955
Minimum 0
Maximum 4900
Zeros (%) 88.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 150
Maximum 4900
Range 4900
Interquartile range 0

Descriptive statistics

Standard deviation 233.72
Coef of variation 6.1576
Kurtosis 169.68
Mean 37.955
MAD 67.21
Skewness 11.776
Sum 379550
Variance 54623
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 8814 88.1%
 
100.0 85 0.9%
 
50.0 48 0.5%
 
200.0 32 0.3%
 
59.0 31 0.3%
 
150.0 28 0.3%
 
40.0 25 0.2%
 
117.0 25 0.2%
 
107.9499969482422 25 0.2%
 
226.0 23 0.2%
 
Other values (420) 864 8.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 8814 88.1%
 
5.0 5 0.1%
 
6.0 1 0.0%
 
7.0 1 0.0%
 
8.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
4316.0 1 0.0%
 
4400.0 1 0.0%
 
4574.89990234375 1 0.0%
 
4586.83984375 1 0.0%
 
4900.0 1 0.0%
 

V127
Numeric

Distinct count 828
Unique (%) 8.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 84.657
Minimum 0
Maximum 13747
Zeros (%) 80.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 311.91
Maximum 13747
Range 13747
Interquartile range 0

Descriptive statistics

Standard deviation 559.9
Coef of variation 6.6137
Kurtosis 323.97
Mean 84.657
MAD 139.89
Skewness 16.337
Sum 846570
Variance 313490
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 8021 80.2%
 
100.0 100 1.0%
 
50.0 68 0.7%
 
59.0 48 0.5%
 
107.9499969482422 47 0.5%
 
150.0 39 0.4%
 
200.0 39 0.4%
 
117.0 38 0.4%
 
60.0 31 0.3%
 
49.0 31 0.3%
 
Other values (818) 1538 15.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 8021 80.2%
 
5.0 1 0.0%
 
6.0 1 0.0%
 
9.5 1 0.0%
 
9.667200088500977 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
12841.0 1 0.0%
 
12876.0 1 0.0%
 
13037.0 1 0.0%
 
13637.0 1 0.0%
 
13747.0 1 0.0%
 

V128
Highly correlated

This variable is highly correlated with V127 and should be ignored for analysis

Correlation 0.91

V129
Numeric

Distinct count 135
Unique (%) 1.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 7.632
Minimum 0
Maximum 3162.9
Zeros (%) 95.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 3162.9
Range 3162.9
Interquartile range 0

Descriptive statistics

Standard deviation 70.133
Coef of variation 9.1893
Kurtosis 1074.4
Mean 7.632
MAD 14.534
Skewness 27.76
Sum 76320
Variance 4918.6
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 9520 95.2%
 
100.0 44 0.4%
 
50.0 24 0.2%
 
59.0 23 0.2%
 
117.0 17 0.2%
 
200.0 15 0.1%
 
226.0 14 0.1%
 
25.0 12 0.1%
 
40.0 11 0.1%
 
34.0 11 0.1%
 
Other values (125) 309 3.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9520 95.2%
 
5.0 5 0.1%
 
6.0 1 0.0%
 
7.0 1 0.0%
 
8.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
884.0 4 0.0%
 
1054.0 1 0.0%
 
1829.949951171875 1 0.0%
 
2594.949951171875 1 0.0%
 
3162.949951171875 2 0.0%
 

V13
Highly correlated

This variable is highly correlated with V12 and should be ignored for analysis

Correlation 0.93414

V130
Numeric

Distinct count 483
Unique (%) 4.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 29.641
Minimum 0
Maximum 3162.9
Zeros (%) 86.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 160
Maximum 3162.9
Range 3162.9
Interquartile range 0

Descriptive statistics

Standard deviation 145.97
Coef of variation 4.9246
Kurtosis 151.72
Mean 29.641
MAD 51.562
Skewness 10.588
Sum 296410
Variance 21308
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 8683 86.8%
 
100.0 68 0.7%
 
50.0 52 0.5%
 
59.0 44 0.4%
 
107.9499969482422 31 0.3%
 
117.0 30 0.3%
 
49.0 29 0.3%
 
150.0 27 0.3%
 
200.0 27 0.3%
 
40.0 23 0.2%
 
Other values (473) 986 9.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 8683 86.8%
 
5.0 1 0.0%
 
6.0 1 0.0%
 
10.0 3 0.0%
 
14.970000267028807 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2265.0 1 0.0%
 
2294.949951171875 1 0.0%
 
2594.949951171875 2 0.0%
 
2956.0 2 0.0%
 
3162.949951171875 2 0.0%
 

V131
Numeric

Distinct count 232
Unique (%) 2.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 13.12
Minimum 0
Maximum 3162.9
Zeros (%) 91.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 63.951
Maximum 3162.9
Range 3162.9
Interquartile range 0

Descriptive statistics

Standard deviation 86.051
Coef of variation 6.559
Kurtosis 568.63
Mean 13.12
MAD 24.129
Skewness 19.46
Sum 131200
Variance 7404.8
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 9194 91.9%
 
100.0 54 0.5%
 
50.0 34 0.3%
 
59.0 30 0.3%
 
40.0 26 0.3%
 
117.0 24 0.2%
 
20.0 21 0.2%
 
150.0 20 0.2%
 
226.0 19 0.2%
 
200.0 19 0.2%
 
Other values (222) 559 5.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9194 91.9%
 
5.0 2 0.0%
 
6.0 1 0.0%
 
10.0 1 0.0%
 
15.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1225.0 1 0.0%
 
1300.0 1 0.0%
 
1829.949951171875 1 0.0%
 
2594.949951171875 2 0.0%
 
3162.949951171875 2 0.0%
 

V132
Numeric

Distinct count 253
Unique (%) 2.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 21.338
Minimum 0
Maximum 4900
Zeros (%) 94.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 30
Maximum 4900
Range 4900
Interquartile range 0

Descriptive statistics

Standard deviation 181.73
Coef of variation 8.517
Kurtosis 283.66
Mean 21.338
MAD 40.401
Skewness 15.199
Sum 213380
Variance 33027
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 9464 94.6%
 
100.0 33 0.3%
 
50.0 21 0.2%
 
60.0 16 0.2%
 
30.0 14 0.1%
 
200.0 13 0.1%
 
59.0 10 0.1%
 
25.0 10 0.1%
 
117.0 10 0.1%
 
171.0 9 0.1%
 
Other values (243) 400 4.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9464 94.6%
 
9.667200088500977 1 0.0%
 
10.0 2 0.0%
 
12.5 1 0.0%
 
12.809000015258787 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3700.0 1 0.0%
 
3986.840087890625 1 0.0%
 
4300.0 2 0.0%
 
4400.0 1 0.0%
 
4900.0 1 0.0%
 

V133
Highly correlated

This variable is highly correlated with V127 and should be ignored for analysis

Correlation 0.9446

V134
Highly correlated

This variable is highly correlated with V133 and should be ignored for analysis

Correlation 0.94302

V135
Numeric

Distinct count 151
Unique (%) 1.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 8.9609
Minimum 0
Maximum 4574.9
Zeros (%) 96.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 4574.9
Range 4574.9
Interquartile range 0

Descriptive statistics

Standard deviation 106.25
Coef of variation 11.857
Kurtosis 822.94
Mean 8.9609
MAD 17.284
Skewness 25.702
Sum 89609
Variance 11289
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 9644 96.4%
 
100.0 35 0.4%
 
50.0 20 0.2%
 
40.0 14 0.1%
 
107.9499969482422 12 0.1%
 
59.0 10 0.1%
 
200.0 10 0.1%
 
150.0 9 0.1%
 
60.0 8 0.1%
 
226.0 8 0.1%
 
Other values (141) 230 2.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9644 96.4%
 
10.0 4 0.0%
 
12.809000015258787 2 0.0%
 
14.984700202941895 1 0.0%
 
15.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2494.949951171875 1 0.0%
 
2872.0 2 0.0%
 
3426.0 1 0.0%
 
3871.0 1 0.0%
 
4574.89990234375 1 0.0%
 

V136
Numeric

Distinct count 193
Unique (%) 1.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 12.877
Minimum 0
Maximum 4574.9
Zeros (%) 95.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 4574.9
Range 4574.9
Interquartile range 0

Descriptive statistics

Standard deviation 124.32
Coef of variation 9.6546
Kurtosis 626.45
Mean 12.877
MAD 24.526
Skewness 21.934
Sum 128770
Variance 15456
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 9521 95.2%
 
100.0 35 0.4%
 
200.0 26 0.3%
 
50.0 22 0.2%
 
40.0 16 0.2%
 
107.9499969482422 15 0.1%
 
540.0 14 0.1%
 
59.0 12 0.1%
 
311.95001220703125 9 0.1%
 
226.0 8 0.1%
 
Other values (183) 322 3.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9521 95.2%
 
8.0 4 0.0%
 
10.0 4 0.0%
 
12.809000015258787 2 0.0%
 
14.984700202941895 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2494.949951171875 1 0.0%
 
2872.0 2 0.0%
 
3426.0 1 0.0%
 
3871.0 1 0.0%
 
4574.89990234375 2 0.0%
 

V137
Highly correlated

This variable is highly correlated with V136 and should be ignored for analysis

Correlation 0.94676

V138
Numeric

Distinct count 8
Unique (%) 0.1%
Missing (%) 86.2%
Missing (n) 8618
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.034009
Minimum 0
Maximum 6
Zeros (%) 13.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 6
Range 6
Interquartile range 0

Descriptive statistics

Standard deviation 0.38566
Coef of variation 11.34
Kurtosis 195.01
Mean 0.034009
MAD 0.067181
Skewness 13.603
Sum 47
Variance 0.14873
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1365 13.7%
 
1.0 9 0.1%
 
6.0 4 0.0%
 
5.0 1 0.0%
 
4.0 1 0.0%
 
3.0 1 0.0%
 
2.0 1 0.0%
 
(Missing) 8618 86.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1365 13.7%
 
1.0 9 0.1%
 
2.0 1 0.0%
 
3.0 1 0.0%
 
4.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 1 0.0%
 
3.0 1 0.0%
 
4.0 1 0.0%
 
5.0 1 0.0%
 
6.0 4 0.0%
 

V139
Numeric

Distinct count 20
Unique (%) 0.2%
Missing (%) 86.2%
Missing (n) 8618
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.78509
Minimum 0
Maximum 18
Zeros (%) 7.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 3
Maximum 18
Range 18
Interquartile range 1

Descriptive statistics

Standard deviation 1.7064
Coef of variation 2.1735
Kurtosis 35.477
Mean 0.78509
MAD 0.86008
Skewness 5.2759
Sum 1085
Variance 2.9118
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 757 7.6%
 
1.0 497 5.0%
 
2.0 53 0.5%
 
3.0 22 0.2%
 
4.0 11 0.1%
 
8.0 10 0.1%
 
6.0 7 0.1%
 
5.0 6 0.1%
 
7.0 3 0.0%
 
9.0 3 0.0%
 
Other values (9) 13 0.1%
 
(Missing) 8618 86.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 757 7.6%
 
1.0 497 5.0%
 
2.0 53 0.5%
 
3.0 22 0.2%
 
4.0 11 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
14.0 1 0.0%
 
15.0 1 0.0%
 
16.0 1 0.0%
 
17.0 1 0.0%
 
18.0 1 0.0%
 

V14
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 12.7%
Missing (n) 1266
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.99977
Minimum 0
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 1
Range 1
Interquartile range 0

Descriptive statistics

Standard deviation 0.015132
Coef of variation 0.015135
Kurtosis 4364.5
Mean 0.99977
MAD 0.00045788
Skewness -66.072
Sum 8732
Variance 0.00022896
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 8732 87.3%
 
0.0 2 0.0%
 
(Missing) 1266 12.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2 0.0%
 
1.0 8732 87.3%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 2 0.0%
 
1.0 8732 87.3%
 

V140
Highly correlated

This variable is highly correlated with V139 and should be ignored for analysis

Correlation 0.99043

V141
Numeric

Distinct count 5
Unique (%) 0.1%
Missing (%) 86.2%
Missing (n) 8618
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.031114
Minimum 0
Maximum 3
Zeros (%) 13.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 3
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.22135
Coef of variation 7.114
Kurtosis 103.44
Mean 0.031114
MAD 0.060698
Skewness 9.2705
Sum 43
Variance 0.048995
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1348 13.5%
 
1.0 29 0.3%
 
3.0 4 0.0%
 
2.0 1 0.0%
 
(Missing) 8618 86.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1348 13.5%
 
1.0 29 0.3%
 
2.0 1 0.0%
 
3.0 4 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 1348 13.5%
 
1.0 29 0.3%
 
2.0 1 0.0%
 
3.0 4 0.0%
 

V142
Numeric

Distinct count 6
Unique (%) 0.1%
Missing (%) 86.2%
Missing (n) 8618
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.045586
Minimum 0
Maximum 4
Zeros (%) 13.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 4
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.33408
Coef of variation 7.3284
Kurtosis 93.489
Mean 0.045586
MAD 0.088797
Skewness 9.2149
Sum 63
Variance 0.11161
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1346 13.5%
 
1.0 24 0.2%
 
4.0 5 0.1%
 
3.0 5 0.1%
 
2.0 2 0.0%
 
(Missing) 8618 86.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1346 13.5%
 
1.0 24 0.2%
 
2.0 2 0.0%
 
3.0 5 0.1%
 
4.0 5 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 1346 13.5%
 
1.0 24 0.2%
 
2.0 2 0.0%
 
3.0 5 0.1%
 
4.0 5 0.1%
 

V143
Numeric

Distinct count 21
Unique (%) 0.2%
Missing (%) 86.2%
Missing (n) 8618
Infinite (%) 0.0%
Infinite (n) 0
Mean 6.4834
Minimum 0
Maximum 19
Zeros (%) 6.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1
Q3 13
95-th percentile 17
Maximum 19
Range 19
Interquartile range 13

Descriptive statistics

Standard deviation 6.9967
Coef of variation 1.0792
Kurtosis -1.6126
Mean 6.4834
MAD 6.6436
Skewness 0.34286
Sum 8960
Variance 48.954
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 661 6.6%
 
14.0 116 1.2%
 
12.0 113 1.1%
 
17.0 85 0.9%
 
11.0 66 0.7%
 
13.0 64 0.6%
 
15.0 53 0.5%
 
6.0 45 0.4%
 
19.0 44 0.4%
 
16.0 43 0.4%
 
Other values (10) 92 0.9%
 
(Missing) 8618 86.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 661 6.6%
 
1.0 32 0.3%
 
2.0 16 0.2%
 
3.0 7 0.1%
 
4.0 3 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
15.0 53 0.5%
 
16.0 43 0.4%
 
17.0 85 0.9%
 
18.0 1 0.0%
 
19.0 44 0.4%
 

V144
Highly correlated

This variable is highly correlated with V143 and should be ignored for analysis

Correlation 0.90544

V145
Highly correlated

This variable is highly correlated with V144 and should be ignored for analysis

Correlation 0.97745

V146
Numeric

Distinct count 9
Unique (%) 0.1%
Missing (%) 86.2%
Missing (n) 8618
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.10637
Minimum 0
Maximum 7
Zeros (%) 13.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 7
Range 7
Interquartile range 0

Descriptive statistics

Standard deviation 0.55237
Coef of variation 5.1931
Kurtosis 74.636
Mean 0.10637
MAD 0.20057
Skewness 7.74
Sum 147
Variance 0.30512
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1303 13.0%
 
1.0 47 0.5%
 
2.0 15 0.1%
 
3.0 10 0.1%
 
7.0 3 0.0%
 
4.0 2 0.0%
 
6.0 1 0.0%
 
5.0 1 0.0%
 
(Missing) 8618 86.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1303 13.0%
 
1.0 47 0.5%
 
2.0 15 0.1%
 
3.0 10 0.1%
 
4.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 10 0.1%
 
4.0 2 0.0%
 
5.0 1 0.0%
 
6.0 1 0.0%
 
7.0 3 0.0%
 

V147
Highly correlated

This variable is highly correlated with V146 and should be ignored for analysis

Correlation 0.99828

V148
Numeric

Distinct count 5
Unique (%) 0.1%
Missing (%) 86.2%
Missing (n) 8618
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.46382
Minimum 0
Maximum 3
Zeros (%) 7.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 1
Maximum 3
Range 3
Interquartile range 1

Descriptive statistics

Standard deviation 0.5271
Coef of variation 1.1364
Kurtosis -0.2202
Mean 0.46382
MAD 0.50812
Skewness 0.56058
Sum 641
Variance 0.27784
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 757 7.6%
 
1.0 613 6.1%
 
2.0 8 0.1%
 
3.0 4 0.0%
 
(Missing) 8618 86.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 757 7.6%
 
1.0 613 6.1%
 
2.0 8 0.1%
 
3.0 4 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 757 7.6%
 
1.0 613 6.1%
 
2.0 8 0.1%
 
3.0 4 0.0%
 

V149
Highly correlated

This variable is highly correlated with V148 and should be ignored for analysis

Correlation 0.99614

V15
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 12.7%
Missing (n) 1266
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.039501
Minimum 0
Maximum 1
Zeros (%) 83.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 1
Range 1
Interquartile range 0

Descriptive statistics

Standard deviation 0.19479
Coef of variation 4.9314
Kurtosis 20.369
Mean 0.039501
MAD 0.075881
Skewness 4.7291
Sum 345
Variance 0.037945
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 8389 83.9%
 
1.0 345 3.5%
 
(Missing) 1266 12.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 8389 83.9%
 
1.0 345 3.5%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 8389 83.9%
 
1.0 345 3.5%
 

V150
Highly correlated

This variable is highly correlated with V145 and should be ignored for analysis

Correlation 0.99839

V151
Highly correlated

This variable is highly correlated with V150 and should be ignored for analysis

Correlation 0.99543

V152
Highly correlated

This variable is highly correlated with V151 and should be ignored for analysis

Correlation 0.99603

V153
Highly correlated

This variable is highly correlated with V149 and should be ignored for analysis

Correlation 0.91285

V154
Highly correlated

This variable is highly correlated with V153 and should be ignored for analysis

Correlation 0.99213

V155
Highly correlated

This variable is highly correlated with V154 and should be ignored for analysis

Correlation 0.98707

V156
Highly correlated

This variable is highly correlated with V155 and should be ignored for analysis

Correlation 0.99268

V157
Highly correlated

This variable is highly correlated with V156 and should be ignored for analysis

Correlation 0.96431

V158
Highly correlated

This variable is highly correlated with V157 and should be ignored for analysis

Correlation 0.99145

V159
Highly correlated

This variable is highly correlated with V152 and should be ignored for analysis

Correlation 0.99707

V16
Highly correlated

This variable is highly correlated with V15 and should be ignored for analysis

Correlation 1

V160
Highly correlated

This variable is highly correlated with V159 and should be ignored for analysis

Correlation 0.99566

V161
Numeric

Distinct count 13
Unique (%) 0.1%
Missing (%) 86.2%
Missing (n) 8618
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9378
Minimum 0
Maximum 500
Zeros (%) 13.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 500
Range 500
Interquartile range 0

Descriptive statistics

Standard deviation 29.664
Coef of variation 10.097
Kurtosis 207.16
Mean 2.9378
MAD 5.731
Skewness 13.89
Sum 4060
Variance 879.96
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1348 13.5%
 
50.0 10 0.1%
 
20.0 6 0.1%
 
100.0 5 0.1%
 
450.0 4 0.0%
 
150.0 2 0.0%
 
40.0 2 0.0%
 
200.0 1 0.0%
 
30.0 1 0.0%
 
500.0 1 0.0%
 
Other values (2) 2 0.0%
 
(Missing) 8618 86.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1348 13.5%
 
5.0 1 0.0%
 
20.0 6 0.1%
 
25.0 1 0.0%
 
30.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
100.0 5 0.1%
 
150.0 2 0.0%
 
200.0 1 0.0%
 
450.0 4 0.0%
 
500.0 1 0.0%
 

V162
Highly correlated

This variable is highly correlated with V161 and should be ignored for analysis

Correlation 0.95742

V163
Highly correlated

This variable is highly correlated with V162 and should be ignored for analysis

Correlation 0.99451

V164
Highly correlated

This variable is highly correlated with V143 and should be ignored for analysis

Correlation 0.92971

V165
Highly correlated

This variable is highly correlated with V164 and should be ignored for analysis

Correlation 0.90094

V166
Highly correlated

This variable is highly correlated with V152 and should be ignored for analysis

Correlation 0.90398

V167
Numeric

Distinct count 19
Unique (%) 0.2%
Missing (%) 84.4%
Missing (n) 8435
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.38211
Minimum 0
Maximum 17
Zeros (%) 13.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 2
Maximum 17
Range 17
Interquartile range 0

Descriptive statistics

Standard deviation 1.3968
Coef of variation 3.6555
Kurtosis 56.275
Mean 0.38211
MAD 0.64018
Skewness 6.7036
Sum 598
Variance 1.9511
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1311 13.1%
 
1.0 148 1.5%
 
2.0 45 0.4%
 
3.0 18 0.2%
 
4.0 15 0.1%
 
5.0 9 0.1%
 
7.0 2 0.0%
 
6.0 2 0.0%
 
8.0 2 0.0%
 
10.0 2 0.0%
 
Other values (8) 11 0.1%
 
(Missing) 8435 84.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1311 13.1%
 
1.0 148 1.5%
 
2.0 45 0.4%
 
3.0 18 0.2%
 
4.0 15 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
13.0 1 0.0%
 
14.0 1 0.0%
 
15.0 1 0.0%
 
16.0 1 0.0%
 
17.0 1 0.0%
 

V168
Numeric

Distinct count 25
Unique (%) 0.2%
Missing (%) 84.4%
Missing (n) 8435
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.67284
Minimum 0
Maximum 50
Zeros (%) 12.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 3
Maximum 50
Range 50
Interquartile range 0

Descriptive statistics

Standard deviation 3.2297
Coef of variation 4.8001
Kurtosis 150.11
Mean 0.67284
MAD 1.0946
Skewness 11.186
Sum 1053
Variance 10.431
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1273 12.7%
 
1.0 142 1.4%
 
2.0 54 0.5%
 
3.0 28 0.3%
 
4.0 15 0.1%
 
5.0 12 0.1%
 
6.0 6 0.1%
 
8.0 6 0.1%
 
7.0 5 0.1%
 
10.0 5 0.1%
 
Other values (14) 19 0.2%
 
(Missing) 8435 84.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1273 12.7%
 
1.0 142 1.4%
 
2.0 54 0.5%
 
3.0 28 0.3%
 
4.0 15 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
41.0 1 0.0%
 
47.0 1 0.0%
 
48.0 1 0.0%
 
49.0 1 0.0%
 
50.0 1 0.0%
 

V169
Numeric

Distinct count 8
Unique (%) 0.1%
Missing (%) 84.4%
Missing (n) 8435
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.075399
Minimum 0
Maximum 6
Zeros (%) 15.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 6
Range 6
Interquartile range 0

Descriptive statistics

Standard deviation 0.49492
Coef of variation 6.564
Kurtosis 85.431
Mean 0.075399
MAD 0.14521
Skewness 8.7486
Sum 118
Variance 0.24495
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1507 15.1%
 
1.0 37 0.4%
 
2.0 5 0.1%
 
4.0 5 0.1%
 
6.0 4 0.0%
 
3.0 4 0.0%
 
5.0 3 0.0%
 
(Missing) 8435 84.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1507 15.1%
 
1.0 37 0.4%
 
2.0 5 0.1%
 
3.0 4 0.0%
 
4.0 5 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 5 0.1%
 
3.0 4 0.0%
 
4.0 5 0.1%
 
5.0 3 0.0%
 
6.0 4 0.0%
 

V17
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 12.7%
Missing (n) 1266
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.04202
Minimum 0
Maximum 2
Zeros (%) 83.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 2
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.20178
Coef of variation 4.8021
Kurtosis 20.164
Mean 0.04202
MAD 0.080527
Skewness 4.6495
Sum 367
Variance 0.040717
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 8369 83.7%
 
1.0 363 3.6%
 
2.0 2 0.0%
 
(Missing) 1266 12.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 8369 83.7%
 
1.0 363 3.6%
 
2.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 8369 83.7%
 
1.0 363 3.6%
 
2.0 2 0.0%
 

V170
Numeric

Distinct count 20
Unique (%) 0.2%
Missing (%) 84.4%
Missing (n) 8435
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.322
Minimum 0
Maximum 18
Zeros (%) 0.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 3
Maximum 18
Range 18
Interquartile range 0

Descriptive statistics

Standard deviation 1.47
Coef of variation 1.1119
Kurtosis 48.018
Mean 1.322
MAD 0.65554
Skewness 6.1599
Sum 2069
Variance 2.1609
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 1248 12.5%
 
2.0 136 1.4%
 
0.0 84 0.8%
 
3.0 38 0.4%
 
4.0 14 0.1%
 
5.0 11 0.1%
 
8.0 9 0.1%
 
6.0 8 0.1%
 
12.0 2 0.0%
 
10.0 2 0.0%
 
Other values (9) 13 0.1%
 
(Missing) 8435 84.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 84 0.8%
 
1.0 1248 12.5%
 
2.0 136 1.4%
 
3.0 38 0.4%
 
4.0 14 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
14.0 1 0.0%
 
15.0 1 0.0%
 
16.0 1 0.0%
 
17.0 1 0.0%
 
18.0 1 0.0%
 

V171
Highly correlated

This variable is highly correlated with V170 and should be ignored for analysis

Correlation 0.96884

V172
Numeric

Distinct count 5
Unique (%) 0.1%
Missing (%) 84.4%
Missing (n) 8435
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.053035
Minimum 0
Maximum 3
Zeros (%) 14.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 3
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.25861
Coef of variation 4.8762
Kurtosis 35.363
Mean 0.053035
MAD 0.10126
Skewness 5.557
Sum 83
Variance 0.066879
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1494 14.9%
 
1.0 60 0.6%
 
2.0 10 0.1%
 
3.0 1 0.0%
 
(Missing) 8435 84.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1494 14.9%
 
1.0 60 0.6%
 
2.0 10 0.1%
 
3.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 1494 14.9%
 
1.0 60 0.6%
 
2.0 10 0.1%
 
3.0 1 0.0%
 

V173
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 84.4%
Missing (n) 8435
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.029393
Minimum 0
Maximum 2
Zeros (%) 15.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 2
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.18347
Coef of variation 6.2421
Kurtosis 50.264
Mean 0.029393
MAD 0.057208
Skewness 6.7707
Sum 46
Variance 0.033662
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1523 15.2%
 
1.0 38 0.4%
 
2.0 4 0.0%
 
(Missing) 8435 84.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1523 15.2%
 
1.0 38 0.4%
 
2.0 4 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 1523 15.2%
 
1.0 38 0.4%
 
2.0 4 0.0%
 

V174
Numeric

Distinct count 5
Unique (%) 0.1%
Missing (%) 84.4%
Missing (n) 8435
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.063259
Minimum 0
Maximum 3
Zeros (%) 14.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 3
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.29784
Coef of variation 4.7082
Kurtosis 40.783
Mean 0.063259
MAD 0.11997
Skewness 5.8223
Sum 99
Variance 0.088707
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1484 14.8%
 
1.0 68 0.7%
 
2.0 8 0.1%
 
3.0 5 0.1%
 
(Missing) 8435 84.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1484 14.8%
 
1.0 68 0.7%
 
2.0 8 0.1%
 
3.0 5 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 1484 14.8%
 
1.0 68 0.7%
 
2.0 8 0.1%
 
3.0 5 0.1%
 

V175
Numeric

Distinct count 7
Unique (%) 0.1%
Missing (%) 84.4%
Missing (n) 8435
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.086262
Minimum 0
Maximum 8
Zeros (%) 14.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 8
Range 8
Interquartile range 0

Descriptive statistics

Standard deviation 0.4925
Coef of variation 5.7093
Kurtosis 137.05
Mean 0.086262
MAD 0.16348
Skewness 10.128
Sum 135
Variance 0.24255
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1483 14.8%
 
1.0 58 0.6%
 
2.0 11 0.1%
 
3.0 9 0.1%
 
8.0 3 0.0%
 
4.0 1 0.0%
 
(Missing) 8435 84.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1483 14.8%
 
1.0 58 0.6%
 
2.0 11 0.1%
 
3.0 9 0.1%
 
4.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 58 0.6%
 
2.0 11 0.1%
 
3.0 9 0.1%
 
4.0 1 0.0%
 
8.0 3 0.0%
 

V176
Numeric

Distinct count 7
Unique (%) 0.1%
Missing (%) 84.4%
Missing (n) 8435
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.124
Minimum 1
Maximum 6
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 2
Maximum 6
Range 5
Interquartile range 0

Descriptive statistics

Standard deviation 0.57101
Coef of variation 0.50804
Kurtosis 34.219
Mean 1.124
MAD 0.23224
Skewness 5.6371
Sum 1759
Variance 0.32606
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 1466 14.7%
 
2.0 54 0.5%
 
3.0 17 0.2%
 
5.0 16 0.2%
 
4.0 9 0.1%
 
6.0 3 0.0%
 
(Missing) 8435 84.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 1466 14.7%
 
2.0 54 0.5%
 
3.0 17 0.2%
 
4.0 9 0.1%
 
5.0 16 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 54 0.5%
 
3.0 17 0.2%
 
4.0 9 0.1%
 
5.0 16 0.2%
 
6.0 3 0.0%
 

V177
Highly correlated

This variable is highly correlated with V167 and should be ignored for analysis

Correlation 0.91716

V178
Highly correlated

This variable is highly correlated with V168 and should be ignored for analysis

Correlation 0.91264

V179
Highly correlated

This variable is highly correlated with V178 and should be ignored for analysis

Correlation 0.91385

V18
Highly correlated

This variable is highly correlated with V17 and should be ignored for analysis

Correlation 0.99861

V180
Numeric

Distinct count 14
Unique (%) 0.1%
Missing (%) 84.4%
Missing (n) 8435
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.29649
Minimum 0
Maximum 23
Zeros (%) 14.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 23
Range 23
Interquartile range 0

Descriptive statistics

Standard deviation 1.6466
Coef of variation 5.5537
Kurtosis 117.82
Mean 0.29649
MAD 0.53197
Skewness 10.083
Sum 464
Variance 2.7113
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1404 14.0%
 
1.0 91 0.9%
 
2.0 35 0.4%
 
4.0 7 0.1%
 
3.0 7 0.1%
 
8.0 5 0.1%
 
23.0 3 0.0%
 
15.0 3 0.0%
 
7.0 3 0.0%
 
5.0 3 0.0%
 
Other values (3) 4 0.0%
 
(Missing) 8435 84.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1404 14.0%
 
1.0 91 0.9%
 
2.0 35 0.4%
 
3.0 7 0.1%
 
4.0 7 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
8.0 5 0.1%
 
15.0 3 0.0%
 
18.0 2 0.0%
 
22.0 1 0.0%
 
23.0 3 0.0%
 

V181
Numeric

Distinct count 8
Unique (%) 0.1%
Missing (%) 84.4%
Missing (n) 8435
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.11565
Minimum 0
Maximum 6
Zeros (%) 14.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 6
Range 6
Interquartile range 0

Descriptive statistics

Standard deviation 0.46767
Coef of variation 4.0436
Kurtosis 46.811
Mean 0.11565
MAD 0.21269
Skewness 5.9329
Sum 181
Variance 0.21871
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1439 14.4%
 
1.0 92 0.9%
 
2.0 23 0.2%
 
3.0 5 0.1%
 
4.0 3 0.0%
 
5.0 2 0.0%
 
6.0 1 0.0%
 
(Missing) 8435 84.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1439 14.4%
 
1.0 92 0.9%
 
2.0 23 0.2%
 
3.0 5 0.1%
 
4.0 3 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 23 0.2%
 
3.0 5 0.1%
 
4.0 3 0.0%
 
5.0 2 0.0%
 
6.0 1 0.0%
 

V182
Highly correlated

This variable is highly correlated with V180 and should be ignored for analysis

Correlation 0.96812

V183
Numeric

Distinct count 10
Unique (%) 0.1%
Missing (%) 84.4%
Missing (n) 8435
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.16294
Minimum 0
Maximum 8
Zeros (%) 14.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 8
Range 8
Interquartile range 0

Descriptive statistics

Standard deviation 0.69867
Coef of variation 4.2879
Kurtosis 55.832
Mean 0.16294
MAD 0.29652
Skewness 6.7597
Sum 255
Variance 0.48814
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1424 14.2%
 
1.0 92 0.9%
 
2.0 27 0.3%
 
3.0 7 0.1%
 
6.0 4 0.0%
 
7.0 3 0.0%
 
5.0 3 0.0%
 
4.0 3 0.0%
 
8.0 2 0.0%
 
(Missing) 8435 84.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1424 14.2%
 
1.0 92 0.9%
 
2.0 27 0.3%
 
3.0 7 0.1%
 
4.0 3 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
4.0 3 0.0%
 
5.0 3 0.0%
 
6.0 4 0.0%
 
7.0 3 0.0%
 
8.0 2 0.0%
 

V184
Numeric

Distinct count 8
Unique (%) 0.1%
Missing (%) 84.4%
Missing (n) 8435
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.13163
Minimum 0
Maximum 7
Zeros (%) 14.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 7
Range 7
Interquartile range 0

Descriptive statistics

Standard deviation 0.5487
Coef of variation 4.1686
Kurtosis 60.944
Mean 0.13163
MAD 0.24122
Skewness 6.6906
Sum 206
Variance 0.30108
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1434 14.3%
 
1.0 90 0.9%
 
2.0 25 0.2%
 
3.0 8 0.1%
 
4.0 4 0.0%
 
7.0 3 0.0%
 
5.0 1 0.0%
 
(Missing) 8435 84.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1434 14.3%
 
1.0 90 0.9%
 
2.0 25 0.2%
 
3.0 8 0.1%
 
4.0 4 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 25 0.2%
 
3.0 8 0.1%
 
4.0 4 0.0%
 
5.0 1 0.0%
 
7.0 3 0.0%
 

V185
Highly correlated

This variable is highly correlated with V184 and should be ignored for analysis

Correlation 0.99251

V186
Numeric

Distinct count 6
Unique (%) 0.1%
Missing (%) 84.4%
Missing (n) 8435
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0479
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.2964
Coef of variation 0.28285
Kurtosis 70.428
Mean 1.0479
MAD 0.092784
Skewness 7.6968
Sum 1640
Variance 0.087855
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 1515 15.2%
 
2.0 31 0.3%
 
3.0 15 0.1%
 
5.0 2 0.0%
 
4.0 2 0.0%
 
(Missing) 8435 84.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 1515 15.2%
 
2.0 31 0.3%
 
3.0 15 0.1%
 
4.0 2 0.0%
 
5.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 1515 15.2%
 
2.0 31 0.3%
 
3.0 15 0.1%
 
4.0 2 0.0%
 
5.0 2 0.0%
 

V187
Highly correlated

This variable is highly correlated with V178 and should be ignored for analysis

Correlation 0.93454

V188
Numeric

Distinct count 6
Unique (%) 0.1%
Missing (%) 84.4%
Missing (n) 8435
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.96422
Minimum 0
Maximum 4
Zeros (%) 0.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 4
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.28157
Coef of variation 0.29202
Kurtosis 22.095
Mean 0.96422
MAD 0.10351
Skewness 0.15436
Sum 1509
Variance 0.079281
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 1459 14.6%
 
0.0 84 0.8%
 
2.0 17 0.2%
 
3.0 4 0.0%
 
4.0 1 0.0%
 
(Missing) 8435 84.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 84 0.8%
 
1.0 1459 14.6%
 
2.0 17 0.2%
 
3.0 4 0.0%
 
4.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 84 0.8%
 
1.0 1459 14.6%
 
2.0 17 0.2%
 
3.0 4 0.0%
 
4.0 1 0.0%
 

V189
Highly correlated

This variable is highly correlated with V188 and should be ignored for analysis

Correlation 0.97682

V19
Numeric

Distinct count 5
Unique (%) 0.1%
Missing (%) 12.7%
Missing (n) 1266
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.56916
Minimum 0
Maximum 3
Zeros (%) 38.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1
Q3 1
95-th percentile 1
Maximum 3
Range 3
Interquartile range 1

Descriptive statistics

Standard deviation 0.52136
Coef of variation 0.91602
Kurtosis -1.2238
Mean 0.56916
MAD 0.50503
Skewness 0.022344
Sum 4971
Variance 0.27181
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 4751 47.5%
 
0.0 3875 38.8%
 
2.0 104 1.0%
 
3.0 4 0.0%
 
(Missing) 1266 12.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 3875 38.8%
 
1.0 4751 47.5%
 
2.0 104 1.0%
 
3.0 4 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 3875 38.8%
 
1.0 4751 47.5%
 
2.0 104 1.0%
 
3.0 4 0.0%
 

V190
Highly correlated

This variable is highly correlated with V186 and should be ignored for analysis

Correlation 0.95391

V191
Numeric

Distinct count 6
Unique (%) 0.1%
Missing (%) 84.4%
Missing (n) 8435
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.03
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.23665
Coef of variation 0.22975
Kurtosis 144.65
Mean 1.03
MAD 0.058759
Skewness 10.872
Sum 1612
Variance 0.056003
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 1531 15.3%
 
2.0 27 0.3%
 
3.0 3 0.0%
 
5.0 2 0.0%
 
4.0 2 0.0%
 
(Missing) 8435 84.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 1531 15.3%
 
2.0 27 0.3%
 
3.0 3 0.0%
 
4.0 2 0.0%
 
5.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 1531 15.3%
 
2.0 27 0.3%
 
3.0 3 0.0%
 
4.0 2 0.0%
 
5.0 2 0.0%
 

V192
Highly correlated

This variable is highly correlated with V187 and should be ignored for analysis

Correlation 0.96597

V193
Highly correlated

This variable is highly correlated with V192 and should be ignored for analysis

Correlation 0.93046

V194
Numeric

Distinct count 6
Unique (%) 0.1%
Missing (%) 84.4%
Missing (n) 8435
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.97316
Minimum 0
Maximum 6
Zeros (%) 0.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 6
Range 6
Interquartile range 0

Descriptive statistics

Standard deviation 0.34934
Coef of variation 0.35898
Kurtosis 87.558
Mean 0.97316
MAD 0.10447
Skewness 5.3667
Sum 1523
Variance 0.12204
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 1453 14.5%
 
0.0 84 0.8%
 
2.0 24 0.2%
 
6.0 3 0.0%
 
4.0 1 0.0%
 
(Missing) 8435 84.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 84 0.8%
 
1.0 1453 14.5%
 
2.0 24 0.2%
 
4.0 1 0.0%
 
6.0 3 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 84 0.8%
 
1.0 1453 14.5%
 
2.0 24 0.2%
 
4.0 1 0.0%
 
6.0 3 0.0%
 

V195
Highly correlated

This variable is highly correlated with V194 and should be ignored for analysis

Correlation 0.98282

V196
Highly correlated

This variable is highly correlated with V191 and should be ignored for analysis

Correlation 0.92385

V197
Highly correlated

This variable is highly correlated with V195 and should be ignored for analysis

Correlation 0.95056

V198
Highly correlated

This variable is highly correlated with V197 and should be ignored for analysis

Correlation 0.98644

V199
Highly correlated

This variable is highly correlated with V190 and should be ignored for analysis

Correlation 0.9366

V2
Numeric

Distinct count 5
Unique (%) 0.1%
Missing (%) 77.2%
Missing (n) 7724
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0259
Minimum 0
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 3
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.17971
Coef of variation 0.17517
Kurtosis 45.462
Mean 1.0259
MAD 0.054016
Skewness 5.8557
Sum 2335
Variance 0.032295
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 2213 22.1%
 
2.0 55 0.5%
 
0.0 4 0.0%
 
3.0 4 0.0%
 
(Missing) 7724 77.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 4 0.0%
 
1.0 2213 22.1%
 
2.0 55 0.5%
 
3.0 4 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 4 0.0%
 
1.0 2213 22.1%
 
2.0 55 0.5%
 
3.0 4 0.0%
 

V20
Highly correlated

This variable is highly correlated with V19 and should be ignored for analysis

Correlation 0.94468

V200
Highly correlated

This variable is highly correlated with V197 and should be ignored for analysis

Correlation 0.91053

V201
Highly correlated

This variable is highly correlated with V200 and should be ignored for analysis

Correlation 0.98304

V202
Numeric

Distinct count 84
Unique (%) 0.8%
Missing (%) 84.4%
Missing (n) 8435
Infinite (%) 0.0%
Infinite (n) 0
Mean 47.844
Minimum 0
Maximum 6300
Zeros (%) 13.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 200
Maximum 6300
Range 6300
Interquartile range 0

Descriptive statistics

Standard deviation 258.66
Coef of variation 5.4063
Kurtosis 239.29
Mean 47.844
MAD 81.885
Skewness 12.54
Sum 74876
Variance 66905
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1311 13.1%
 
100.0 38 0.4%
 
50.0 25 0.2%
 
200.0 16 0.2%
 
150.0 15 0.1%
 
25.0 12 0.1%
 
75.0 11 0.1%
 
30.0 8 0.1%
 
300.0 7 0.1%
 
250.0 6 0.1%
 
Other values (73) 116 1.2%
 
(Missing) 8435 84.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1311 13.1%
 
1.895799994468689 1 0.0%
 
5.0 2 0.0%
 
6.0 1 0.0%
 
7.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1800.0 2 0.0%
 
2000.0 2 0.0%
 
2200.0 1 0.0%
 
2400.0 1 0.0%
 
6300.0 1 0.0%
 

V203
Highly correlated

This variable is highly correlated with V193 and should be ignored for analysis

Correlation 0.92518

V204
Highly correlated

This variable is highly correlated with V203 and should be ignored for analysis

Correlation 0.94743

V205
Numeric

Distinct count 39
Unique (%) 0.4%
Missing (%) 84.4%
Missing (n) 8435
Infinite (%) 0.0%
Infinite (n) 0
Mean 5.787
Minimum 0
Maximum 1100
Zeros (%) 14.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 1100
Range 1100
Interquartile range 0

Descriptive statistics

Standard deviation 52.306
Coef of variation 9.0386
Kurtosis 251.87
Mean 5.787
MAD 11.056
Skewness 14.728
Sum 9056.7
Variance 2736
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1494 14.9%
 
50.0 9 0.1%
 
25.0 6 0.1%
 
100.0 6 0.1%
 
127.78829956054688 5 0.1%
 
150.0 3 0.0%
 
10.0 3 0.0%
 
30.0 3 0.0%
 
5.0 2 0.0%
 
90.3279037475586 2 0.0%
 
Other values (28) 32 0.3%
 
(Missing) 8435 84.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1494 14.9%
 
1.895799994468689 1 0.0%
 
5.0 2 0.0%
 
6.0 1 0.0%
 
7.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
500.0 2 0.0%
 
550.0 1 0.0%
 
650.0 2 0.0%
 
1000.0 1 0.0%
 
1100.0 1 0.0%
 

V206
Numeric

Distinct count 26
Unique (%) 0.3%
Missing (%) 84.4%
Missing (n) 8435
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.0658
Minimum 0
Maximum 500
Zeros (%) 15.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 500
Range 500
Interquartile range 0

Descriptive statistics

Standard deviation 18.489
Coef of variation 8.9499
Kurtosis 360.75
Mean 2.0658
MAD 4.021
Skewness 16.037
Sum 3233
Variance 341.84
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1523 15.2%
 
50.0 6 0.1%
 
100.0 5 0.1%
 
127.78829956054688 5 0.1%
 
8.640600204467772 2 0.0%
 
31.84129905700684 2 0.0%
 
5.0 2 0.0%
 
150.0 2 0.0%
 
7.295400142669678 2 0.0%
 
51.35699844360352 1 0.0%
 
Other values (15) 15 0.1%
 
(Missing) 8435 84.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1523 15.2%
 
1.895799994468689 1 0.0%
 
5.0 2 0.0%
 
6.0 1 0.0%
 
7.295400142669678 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
125.0 1 0.0%
 
127.78829956054688 5 0.1%
 
150.0 2 0.0%
 
196.2440948486328 1 0.0%
 
500.0 1 0.0%
 

V207
Highly correlated

This variable is highly correlated with V204 and should be ignored for analysis

Correlation 0.98227

V208
Numeric

Distinct count 37
Unique (%) 0.4%
Missing (%) 84.4%
Missing (n) 8435
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.6415
Minimum 0
Maximum 500
Zeros (%) 14.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 8.1125
Maximum 500
Range 500
Interquartile range 0

Descriptive statistics

Standard deviation 31.427
Coef of variation 6.7709
Kurtosis 146.09
Mean 4.6415
MAD 8.8026
Skewness 11.06
Sum 7264
Variance 987.67
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1484 14.8%
 
50.0 14 0.1%
 
100.0 9 0.1%
 
20.0 7 0.1%
 
127.78829956054688 5 0.1%
 
25.0 4 0.0%
 
40.0 4 0.0%
 
450.0 4 0.0%
 
150.0 3 0.0%
 
125.0 2 0.0%
 
Other values (26) 29 0.3%
 
(Missing) 8435 84.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1484 14.8%
 
5.0 1 0.0%
 
6.0 1 0.0%
 
8.640600204467772 2 0.0%
 
9.908900260925293 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
166.21539306640625 1 0.0%
 
196.2440948486328 1 0.0%
 
200.0 2 0.0%
 
450.0 4 0.0%
 
500.0 1 0.0%
 

V209
Highly correlated

This variable is highly correlated with V203 and should be ignored for analysis

Correlation 0.90702

V21
Highly correlated

This variable is highly correlated with V18 and should be ignored for analysis

Correlation 0.9916

V210
Highly correlated

This variable is highly correlated with V208 and should be ignored for analysis

Correlation 0.96231

V211
Highly correlated

This variable is highly correlated with V202 and should be ignored for analysis

Correlation 0.95101

V212
Highly correlated

This variable is highly correlated with V209 and should be ignored for analysis

Correlation 0.90958

V213
Highly correlated

This variable is highly correlated with V212 and should be ignored for analysis

Correlation 0.95089

V214
Numeric

Distinct count 34
Unique (%) 0.3%
Missing (%) 84.4%
Missing (n) 8435
Infinite (%) 0.0%
Infinite (n) 0
Mean 11.006
Minimum 0
Maximum 1000
Zeros (%) 14.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 75
Maximum 1000
Range 1000
Interquartile range 0

Descriptive statistics

Standard deviation 57.973
Coef of variation 5.2675
Kurtosis 129.51
Mean 11.006
MAD 20.246
Skewness 9.7796
Sum 17224
Variance 3360.9
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1439 14.4%
 
100.0 32 0.3%
 
50.0 19 0.2%
 
200.0 10 0.1%
 
150.0 8 0.1%
 
25.0 6 0.1%
 
75.0 5 0.1%
 
10.0 5 0.1%
 
300.0 5 0.1%
 
500.0 4 0.0%
 
Other values (23) 32 0.3%
 
(Missing) 8435 84.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1439 14.4%
 
10.0 5 0.1%
 
15.0 1 0.0%
 
16.01180076599121 1 0.0%
 
20.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
400.0 2 0.0%
 
450.0 1 0.0%
 
475.0 1 0.0%
 
500.0 4 0.0%
 
1000.0 2 0.0%
 

V215
Highly correlated

This variable is highly correlated with V212 and should be ignored for analysis

Correlation 0.92073

V216
Highly correlated

This variable is highly correlated with V215 and should be ignored for analysis

Correlation 0.94341

V217
Highly correlated

This variable is highly correlated with V167 and should be ignored for analysis

Correlation 0.95211

V218
Numeric

Distinct count 32
Unique (%) 0.3%
Missing (%) 84.2%
Missing (n) 8418
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.4166
Minimum 0
Maximum 182
Zeros (%) 12.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 5
Maximum 182
Range 182
Interquartile range 0

Descriptive statistics

Standard deviation 17.416
Coef of variation 7.2071
Kurtosis 96.848
Mean 2.4166
MAD 4.0925
Skewness 9.8493
Sum 3823
Variance 303.33
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1238 12.4%
 
1.0 158 1.6%
 
2.0 52 0.5%
 
3.0 28 0.3%
 
4.0 18 0.2%
 
5.0 13 0.1%
 
9.0 9 0.1%
 
7.0 8 0.1%
 
8.0 8 0.1%
 
6.0 7 0.1%
 
Other values (21) 43 0.4%
 
(Missing) 8418 84.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1238 12.4%
 
1.0 158 1.6%
 
2.0 52 0.5%
 
3.0 28 0.3%
 
4.0 18 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
178.0 2 0.0%
 
179.0 1 0.0%
 
180.0 3 0.0%
 
181.0 3 0.0%
 
182.0 1 0.0%
 

V219
Highly correlated

This variable is highly correlated with V218 and should be ignored for analysis

Correlation 0.99135

V22
Highly correlated

This variable is highly correlated with V21 and should be ignored for analysis

Correlation 1

V220
Numeric

Distinct count 8
Unique (%) 0.1%
Missing (%) 84.1%
Missing (n) 8409
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.07731
Minimum 0
Maximum 6
Zeros (%) 15.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 6
Range 6
Interquartile range 0

Descriptive statistics

Standard deviation 0.51119
Coef of variation 6.6122
Kurtosis 77.893
Mean 0.07731
MAD 0.14927
Skewness 8.4096
Sum 123
Variance 0.26132
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1536 15.4%
 
1.0 30 0.3%
 
2.0 7 0.1%
 
4.0 7 0.1%
 
6.0 4 0.0%
 
3.0 4 0.0%
 
5.0 3 0.0%
 
(Missing) 8409 84.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1536 15.4%
 
1.0 30 0.3%
 
2.0 7 0.1%
 
3.0 4 0.0%
 
4.0 7 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 7 0.1%
 
3.0 4 0.0%
 
4.0 7 0.1%
 
5.0 3 0.0%
 
6.0 4 0.0%
 

V221
Numeric

Distinct count 20
Unique (%) 0.2%
Missing (%) 84.1%
Missing (n) 8409
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.2458
Minimum 0
Maximum 18
Zeros (%) 2.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 3
Maximum 18
Range 18
Interquartile range 0

Descriptive statistics

Standard deviation 1.5269
Coef of variation 1.2257
Kurtosis 42.128
Mean 1.2458
MAD 0.68665
Skewness 5.6686
Sum 1982
Variance 2.3314
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 1148 11.5%
 
0.0 212 2.1%
 
2.0 131 1.3%
 
3.0 36 0.4%
 
4.0 16 0.2%
 
5.0 14 0.1%
 
8.0 10 0.1%
 
6.0 6 0.1%
 
10.0 3 0.0%
 
12.0 2 0.0%
 
Other values (9) 13 0.1%
 
(Missing) 8409 84.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 212 2.1%
 
1.0 1148 11.5%
 
2.0 131 1.3%
 
3.0 36 0.4%
 
4.0 16 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
14.0 1 0.0%
 
15.0 1 0.0%
 
16.0 1 0.0%
 
17.0 1 0.0%
 
18.0 1 0.0%
 

V222
Highly correlated

This variable is highly correlated with V221 and should be ignored for analysis

Correlation 0.97631

V223
Highly correlated

This variable is highly correlated with V219 and should be ignored for analysis

Correlation 0.92949

V224
Highly correlated

This variable is highly correlated with V223 and should be ignored for analysis

Correlation 0.94055

V225
Highly correlated

This variable is highly correlated with V224 and should be ignored for analysis

Correlation 0.99638

V226
Numeric

Distinct count 14
Unique (%) 0.1%
Missing (%) 84.2%
Missing (n) 8418
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.16814
Minimum 0
Maximum 12
Zeros (%) 14.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 12
Range 12
Interquartile range 0

Descriptive statistics

Standard deviation 0.9245
Coef of variation 5.4983
Kurtosis 73.88
Mean 0.16814
MAD 0.31566
Skewness 7.9852
Sum 266
Variance 0.8547
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1485 14.8%
 
1.0 46 0.5%
 
2.0 19 0.2%
 
3.0 9 0.1%
 
4.0 7 0.1%
 
9.0 3 0.0%
 
5.0 3 0.0%
 
10.0 2 0.0%
 
8.0 2 0.0%
 
7.0 2 0.0%
 
Other values (3) 4 0.0%
 
(Missing) 8418 84.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1485 14.8%
 
1.0 46 0.5%
 
2.0 19 0.2%
 
3.0 9 0.1%
 
4.0 7 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
8.0 2 0.0%
 
9.0 3 0.0%
 
10.0 2 0.0%
 
11.0 1 0.0%
 
12.0 1 0.0%
 

V227
Numeric

Distinct count 7
Unique (%) 0.1%
Missing (%) 84.1%
Missing (n) 8409
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.083595
Minimum 0
Maximum 6
Zeros (%) 15.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0.5
Maximum 6
Range 6
Interquartile range 0

Descriptive statistics

Standard deviation 0.43138
Coef of variation 5.1603
Kurtosis 56.978
Mean 0.083595
MAD 0.15878
Skewness 6.8551
Sum 133
Variance 0.18609
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1511 15.1%
 
1.0 50 0.5%
 
2.0 15 0.1%
 
3.0 9 0.1%
 
4.0 5 0.1%
 
6.0 1 0.0%
 
(Missing) 8409 84.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1511 15.1%
 
1.0 50 0.5%
 
2.0 15 0.1%
 
3.0 9 0.1%
 
4.0 5 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 50 0.5%
 
2.0 15 0.1%
 
3.0 9 0.1%
 
4.0 5 0.1%
 
6.0 1 0.0%
 

V228
Numeric

Distinct count 14
Unique (%) 0.1%
Missing (%) 84.2%
Missing (n) 8418
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.1947
Minimum 1
Maximum 13
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 2
Maximum 13
Range 12
Interquartile range 0

Descriptive statistics

Standard deviation 0.99144
Coef of variation 0.82987
Kurtosis 67.045
Mean 1.1947
MAD 0.36181
Skewness 7.5259
Sum 1890
Variance 0.98294
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 1470 14.7%
 
2.0 53 0.5%
 
3.0 21 0.2%
 
5.0 13 0.1%
 
4.0 8 0.1%
 
7.0 4 0.0%
 
8.0 3 0.0%
 
13.0 2 0.0%
 
12.0 2 0.0%
 
10.0 2 0.0%
 
Other values (3) 4 0.0%
 
(Missing) 8418 84.2%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 1470 14.7%
 
2.0 53 0.5%
 
3.0 21 0.2%
 
4.0 8 0.1%
 
5.0 13 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
9.0 1 0.0%
 
10.0 2 0.0%
 
11.0 1 0.0%
 
12.0 2 0.0%
 
13.0 2 0.0%
 

V229
Highly correlated

This variable is highly correlated with V225 and should be ignored for analysis

Correlation 0.99263

V23
Numeric

Distinct count 7
Unique (%) 0.1%
Missing (%) 12.7%
Missing (n) 1266
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0253
Minimum 0
Maximum 5
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 5
Range 5
Interquartile range 0

Descriptive statistics

Standard deviation 0.18015
Coef of variation 0.1757
Kurtosis 83.941
Mean 1.0253
MAD 0.050587
Skewness 7.902
Sum 8955
Variance 0.032453
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 8528 85.3%
 
2.0 179 1.8%
 
3.0 20 0.2%
 
0.0 5 0.1%
 
5.0 1 0.0%
 
4.0 1 0.0%
 
(Missing) 1266 12.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 5 0.1%
 
1.0 8528 85.3%
 
2.0 179 1.8%
 
3.0 20 0.2%
 
4.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 8528 85.3%
 
2.0 179 1.8%
 
3.0 20 0.2%
 
4.0 1 0.0%
 
5.0 1 0.0%
 

V230
Highly correlated

This variable is highly correlated with V229 and should be ignored for analysis

Correlation 0.99722

V231
Highly correlated

This variable is highly correlated with V179 and should be ignored for analysis

Correlation 0.95527

V232
Highly correlated

This variable is highly correlated with V230 and should be ignored for analysis

Correlation 0.94155

V233
Highly correlated

This variable is highly correlated with V232 and should be ignored for analysis

Correlation 0.95885

V234
Highly correlated

This variable is highly correlated with V230 and should be ignored for analysis

Correlation 0.94199

V235
Highly correlated

This variable is highly correlated with V181 and should be ignored for analysis

Correlation 0.92986

V236
Highly correlated

This variable is highly correlated with V234 and should be ignored for analysis

Correlation 0.98373

V237
Highly correlated

This variable is highly correlated with V236 and should be ignored for analysis

Correlation 0.9527

V238
Numeric

Distinct count 8
Unique (%) 0.1%
Missing (%) 84.1%
Missing (n) 8409
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.12759
Minimum 0
Maximum 7
Zeros (%) 14.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 7
Range 7
Interquartile range 0

Descriptive statistics

Standard deviation 0.54548
Coef of variation 4.2752
Kurtosis 60.865
Mean 0.12759
MAD 0.2353
Skewness 6.6835
Sum 203
Variance 0.29755
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1467 14.7%
 
1.0 78 0.8%
 
2.0 30 0.3%
 
3.0 9 0.1%
 
7.0 3 0.0%
 
4.0 3 0.0%
 
5.0 1 0.0%
 
(Missing) 8409 84.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1467 14.7%
 
1.0 78 0.8%
 
2.0 30 0.3%
 
3.0 9 0.1%
 
4.0 3 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 30 0.3%
 
3.0 9 0.1%
 
4.0 3 0.0%
 
5.0 1 0.0%
 
7.0 3 0.0%
 

V239
Highly correlated

This variable is highly correlated with V238 and should be ignored for analysis

Correlation 0.97281

V24
Numeric

Distinct count 7
Unique (%) 0.1%
Missing (%) 12.7%
Missing (n) 1266
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0431
Minimum 0
Maximum 5
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 5
Range 5
Interquartile range 0

Descriptive statistics

Standard deviation 0.22946
Coef of variation 0.21999
Kurtosis 49.602
Mean 1.0431
MAD 0.083864
Skewness 6.0664
Sum 9110
Variance 0.052652
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 8386 83.9%
 
2.0 310 3.1%
 
3.0 30 0.3%
 
0.0 5 0.1%
 
5.0 2 0.0%
 
4.0 1 0.0%
 
(Missing) 1266 12.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 5 0.1%
 
1.0 8386 83.9%
 
2.0 310 3.1%
 
3.0 30 0.3%
 
4.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 8386 83.9%
 
2.0 310 3.1%
 
3.0 30 0.3%
 
4.0 1 0.0%
 
5.0 2 0.0%
 

V240
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 84.2%
Missing (n) 8418
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0025
Minimum 1
Maximum 2
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 2
Range 1
Interquartile range 0

Descriptive statistics

Standard deviation 0.050236
Coef of variation 0.050109
Kurtosis 391.74
Mean 1.0025
MAD 0.0050441
Skewness 19.83
Sum 1586
Variance 0.0025236
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 1578 15.8%
 
2.0 4 0.0%
 
(Missing) 8418 84.2%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 1578 15.8%
 
2.0 4 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 1578 15.8%
 
2.0 4 0.0%
 

V241
Boolean

Distinct count 2
Unique (%) 0.0%
Missing (%) 84.2%
Missing (n) 8418
Mean 1
1.0
 
1582
(Missing)
8418
Value Count Frequency (%)  
1.0 1582 15.8%
 
(Missing) 8418 84.2%
 

V242
Highly correlated

This variable is highly correlated with V232 and should be ignored for analysis

Correlation 0.92024

V243
Highly correlated

This variable is highly correlated with V242 and should be ignored for analysis

Correlation 0.93946

V244
Highly correlated

This variable is highly correlated with V243 and should be ignored for analysis

Correlation 0.95691

V245
Numeric

Distinct count 6
Unique (%) 0.1%
Missing (%) 84.1%
Missing (n) 8409
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.88938
Minimum 0
Maximum 7
Zeros (%) 2.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 7
Range 7
Interquartile range 0

Descriptive statistics

Standard deviation 0.40943
Coef of variation 0.46035
Kurtosis 33.839
Mean 0.88938
MAD 0.23702
Skewness 1.3635
Sum 1415
Variance 0.16763
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 1352 13.5%
 
0.0 212 2.1%
 
2.0 22 0.2%
 
3.0 4 0.0%
 
7.0 1 0.0%
 
(Missing) 8409 84.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 212 2.1%
 
1.0 1352 13.5%
 
2.0 22 0.2%
 
3.0 4 0.0%
 
7.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 212 2.1%
 
1.0 1352 13.5%
 
2.0 22 0.2%
 
3.0 4 0.0%
 
7.0 1 0.0%
 

V246
Highly correlated

This variable is highly correlated with V244 and should be ignored for analysis

Correlation 0.97342

V247
Highly correlated

This variable is highly correlated with V246 and should be ignored for analysis

Correlation 0.97841

V248
Highly correlated

This variable is highly correlated with V247 and should be ignored for analysis

Correlation 0.96245

V249
Highly correlated

This variable is highly correlated with V248 and should be ignored for analysis

Correlation 0.99712

V25
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 12.7%
Missing (n) 1266
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.74971
Minimum 0
Maximum 2
Zeros (%) 22.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1
Q3 1
95-th percentile 1
Maximum 2
Range 2
Interquartile range 1

Descriptive statistics

Standard deviation 0.43924
Coef of variation 0.58588
Kurtosis -0.60112
Mean 0.74971
MAD 0.37923
Skewness -1.0596
Sum 6548
Variance 0.19293
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 6502 65.0%
 
0.0 2209 22.1%
 
2.0 23 0.2%
 
(Missing) 1266 12.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2209 22.1%
 
1.0 6502 65.0%
 
2.0 23 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 2209 22.1%
 
1.0 6502 65.0%
 
2.0 23 0.2%
 

V250
Numeric

Distinct count 6
Unique (%) 0.1%
Missing (%) 84.1%
Missing (n) 8409
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.89378
Minimum 0
Maximum 6
Zeros (%) 2.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 6
Range 6
Interquartile range 0

Descriptive statistics

Standard deviation 0.43368
Coef of variation 0.48522
Kurtosis 36.855
Mean 0.89378
MAD 0.23819
Skewness 2.2713
Sum 1422
Variance 0.18808
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 1349 13.5%
 
0.0 212 2.1%
 
2.0 26 0.3%
 
6.0 3 0.0%
 
3.0 1 0.0%
 
(Missing) 8409 84.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 212 2.1%
 
1.0 1349 13.5%
 
2.0 26 0.3%
 
3.0 1 0.0%
 
6.0 3 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 212 2.1%
 
1.0 1349 13.5%
 
2.0 26 0.3%
 
3.0 1 0.0%
 
6.0 3 0.0%
 

V251
Highly correlated

This variable is highly correlated with V250 and should be ignored for analysis

Correlation 0.98782

V252
Highly correlated

This variable is highly correlated with V249 and should be ignored for analysis

Correlation 0.94993

V253
Highly correlated

This variable is highly correlated with V252 and should be ignored for analysis

Correlation 0.95142

V254
Highly correlated

This variable is highly correlated with V253 and should be ignored for analysis

Correlation 0.9987

V255
Highly correlated

This variable is highly correlated with V251 and should be ignored for analysis

Correlation 0.96011

V256
Highly correlated

This variable is highly correlated with V255 and should be ignored for analysis

Correlation 0.96499

V257
Highly correlated

This variable is highly correlated with V254 and should be ignored for analysis

Correlation 0.92697

V258
Highly correlated

This variable is highly correlated with V257 and should be ignored for analysis

Correlation 0.93294

V259
Highly correlated

This variable is highly correlated with V255 and should be ignored for analysis

Correlation 0.91146

V26
Highly correlated

This variable is highly correlated with V25 and should be ignored for analysis

Correlation 0.98351

V260
Numeric

Distinct count 7
Unique (%) 0.1%
Missing (%) 84.2%
Missing (n) 8418
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.9823
Minimum 0
Maximum 5
Zeros (%) 0.8%

Quantile statistics

Minimum 0
5-th percentile 0.05
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 5
Range 5
Interquartile range 0

Descriptive statistics

Standard deviation 0.35701
Coef of variation 0.36344
Kurtosis 39.846
Mean 0.9823
MAD 0.099348
Skewness 3.6843
Sum 1554
Variance 0.12745
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 1474 14.7%
 
0.0 80 0.8%
 
2.0 14 0.1%
 
4.0 8 0.1%
 
3.0 5 0.1%
 
5.0 1 0.0%
 
(Missing) 8418 84.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 80 0.8%
 
1.0 1474 14.7%
 
2.0 14 0.1%
 
3.0 5 0.1%
 
4.0 8 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 1474 14.7%
 
2.0 14 0.1%
 
3.0 5 0.1%
 
4.0 8 0.1%
 
5.0 1 0.0%
 

V261
Highly correlated

This variable is highly correlated with V258 and should be ignored for analysis

Correlation 0.9902

V262
Highly correlated

This variable is highly correlated with V261 and should be ignored for analysis

Correlation 0.99081

V263
Highly correlated

This variable is highly correlated with V213 and should be ignored for analysis

Correlation 0.93398

V264
Highly correlated

This variable is highly correlated with V262 and should be ignored for analysis

Correlation 0.97327

V265
Highly correlated

This variable is highly correlated with V264 and should be ignored for analysis

Correlation 0.99602

V266
Highly correlated

This variable is highly correlated with V265 and should be ignored for analysis

Correlation 0.91585

V267
Highly correlated

This variable is highly correlated with V265 and should be ignored for analysis

Correlation 0.96906

V268
Highly correlated

This variable is highly correlated with V267 and should be ignored for analysis

Correlation 0.9715

V269
Highly correlated

This variable is highly correlated with V268 and should be ignored for analysis

Correlation 0.92373

V27
Highly correlated

This variable is highly correlated with C3 and should be ignored for analysis

Correlation 0.93084

V270
Numeric

Distinct count 34
Unique (%) 0.3%
Missing (%) 84.1%
Missing (n) 8409
Infinite (%) 0.0%
Infinite (n) 0
Mean 5.3838
Minimum 0
Maximum 1300
Zeros (%) 15.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 1300
Range 1300
Interquartile range 0

Descriptive statistics

Standard deviation 46.816
Coef of variation 8.6956
Kurtosis 411.72
Mean 5.3838
MAD 10.245
Skewness 17.767
Sum 8565.6
Variance 2191.7
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1513 15.1%
 
100.0 14 0.1%
 
50.0 10 0.1%
 
20.0 8 0.1%
 
127.78829956054688 5 0.1%
 
450.0 4 0.0%
 
25.0 3 0.0%
 
5.0 2 0.0%
 
90.3279037475586 2 0.0%
 
17.159299850463867 2 0.0%
 
Other values (23) 28 0.3%
 
(Missing) 8409 84.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1513 15.1%
 
1.895799994468689 1 0.0%
 
5.0 2 0.0%
 
6.0 1 0.0%
 
7.295400142669678 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
196.2440948486328 1 0.0%
 
450.0 4 0.0%
 
500.0 1 0.0%
 
600.0 1 0.0%
 
1300.0 1 0.0%
 

V271
Highly correlated

This variable is highly correlated with V270 and should be ignored for analysis

Correlation 0.96644

V272
Highly correlated

This variable is highly correlated with V271 and should be ignored for analysis

Correlation 0.9899

V273
Highly correlated

This variable is highly correlated with V213 and should be ignored for analysis

Correlation 0.98847

V274
Highly correlated

This variable is highly correlated with V269 and should be ignored for analysis

Correlation 0.91556

V275
Highly correlated

This variable is highly correlated with V274 and should be ignored for analysis

Correlation 0.99971

V276
Highly correlated

This variable is highly correlated with V214 and should be ignored for analysis

Correlation 0.93397

V277
Highly correlated

This variable is highly correlated with V275 and should be ignored for analysis

Correlation 0.98666

V278
Highly correlated

This variable is highly correlated with V277 and should be ignored for analysis

Correlation 0.99592

V279
Numeric

Distinct count 19
Unique (%) 0.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.369
Minimum 0
Maximum 32
Zeros (%) 83.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 2
Maximum 32
Range 32
Interquartile range 0

Descriptive statistics

Standard deviation 1.254
Coef of variation 3.3982
Kurtosis 103.38
Mean 0.369
MAD 0.61217
Skewness 7.5857
Sum 3690
Variance 1.5724
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 8295 83.0%
 
1.0 990 9.9%
 
2.0 322 3.2%
 
3.0 147 1.5%
 
4.0 78 0.8%
 
5.0 48 0.5%
 
6.0 30 0.3%
 
7.0 19 0.2%
 
9.0 17 0.2%
 
8.0 16 0.2%
 
Other values (9) 38 0.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 8295 83.0%
 
1.0 990 9.9%
 
2.0 322 3.2%
 
3.0 147 1.5%
 
4.0 78 0.8%
 

Maximum 5 values

Value Count Frequency (%)  
14.0 2 0.0%
 
15.0 2 0.0%
 
16.0 1 0.0%
 
30.0 1 0.0%
 
32.0 1 0.0%
 

V28
Highly correlated

This variable is highly correlated with V27 and should be ignored for analysis

Correlation 1

V280
Numeric

Distinct count 54
Unique (%) 0.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.8942
Minimum 0
Maximum 177
Zeros (%) 73.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 4
Maximum 177
Range 177
Interquartile range 1

Descriptive statistics

Standard deviation 4.5088
Coef of variation 5.0423
Kurtosis 692.42
Mean 0.8942
MAD 1.3186
Skewness 20.994
Sum 8942
Variance 20.329
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 7373 73.7%
 
1.0 1372 13.7%
 
2.0 497 5.0%
 
3.0 237 2.4%
 
4.0 139 1.4%
 
5.0 89 0.9%
 
6.0 60 0.6%
 
7.0 46 0.5%
 
8.0 33 0.3%
 
9.0 25 0.2%
 
Other values (44) 129 1.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 7373 73.7%
 
1.0 1372 13.7%
 
2.0 497 5.0%
 
3.0 237 2.4%
 
4.0 139 1.4%
 

Maximum 5 values

Value Count Frequency (%)  
51.0 1 0.0%
 
52.0 1 0.0%
 
171.0 1 0.0%
 
176.0 1 0.0%
 
177.0 1 0.0%
 

V281
Numeric

Distinct count 8
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0788
Minimum 0
Maximum 7
Zeros (%) 95.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 7
Range 7
Interquartile range 0

Descriptive statistics

Standard deviation 0.44137
Coef of variation 5.6012
Kurtosis 67.587
Mean 0.0788
MAD 0.15076
Skewness 7.4672
Sum 788
Variance 0.19481
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 9566 95.7%
 
1.0 234 2.3%
 
2.0 115 1.1%
 
3.0 41 0.4%
 
4.0 26 0.3%
 
5.0 13 0.1%
 
6.0 3 0.0%
 
7.0 2 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9566 95.7%
 
1.0 234 2.3%
 
2.0 115 1.1%
 
3.0 41 0.4%
 
4.0 26 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 41 0.4%
 
4.0 26 0.3%
 
5.0 13 0.1%
 
6.0 3 0.0%
 
7.0 2 0.0%
 

V282
Numeric

Distinct count 13
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.7712
Minimum 0
Maximum 12
Zeros (%) 39.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1
Q3 1
95-th percentile 2
Maximum 12
Range 12
Interquartile range 1

Descriptive statistics

Standard deviation 0.89539
Coef of variation 1.161
Kurtosis 16.012
Mean 0.7712
MAD 0.61434
Skewness 2.8056
Sum 7712
Variance 0.80173
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 5061 50.6%
 
0.0 3983 39.8%
 
2.0 562 5.6%
 
3.0 226 2.3%
 
4.0 79 0.8%
 
5.0 41 0.4%
 
6.0 29 0.3%
 
7.0 9 0.1%
 
8.0 5 0.1%
 
9.0 2 0.0%
 
Other values (3) 3 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 3983 39.8%
 
1.0 5061 50.6%
 
2.0 562 5.6%
 
3.0 226 2.3%
 
4.0 79 0.8%
 

Maximum 5 values

Value Count Frequency (%)  
8.0 5 0.1%
 
9.0 2 0.0%
 
10.0 1 0.0%
 
11.0 1 0.0%
 
12.0 1 0.0%
 

V283
Numeric

Distinct count 20
Unique (%) 0.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.9877
Minimum 0
Maximum 68
Zeros (%) 39.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1
Q3 1
95-th percentile 3
Maximum 68
Range 68
Interquartile range 1

Descriptive statistics

Standard deviation 2.6665
Coef of variation 2.6997
Kurtosis 478.41
Mean 0.9877
MAD 0.78305
Skewness 19.598
Sum 9877
Variance 7.1101
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 4617 46.2%
 
0.0 3964 39.6%
 
2.0 780 7.8%
 
3.0 309 3.1%
 
4.0 126 1.3%
 
5.0 56 0.6%
 
6.0 41 0.4%
 
7.0 26 0.3%
 
8.0 20 0.2%
 
10.0 14 0.1%
 
Other values (10) 47 0.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 3964 39.6%
 
1.0 4617 46.2%
 
2.0 780 7.8%
 
3.0 309 3.1%
 
4.0 126 1.3%
 

Maximum 5 values

Value Count Frequency (%)  
15.0 1 0.0%
 
16.0 1 0.0%
 
17.0 2 0.0%
 
18.0 5 0.1%
 
68.0 12 0.1%
 

V284
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0883
Minimum 0
Maximum 3
Zeros (%) 91.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 3
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.31034
Coef of variation 3.5146
Kurtosis 14.888
Mean 0.0883
MAD 0.16235
Skewness 3.7248
Sum 883
Variance 0.096313
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 9193 91.9%
 
1.0 734 7.3%
 
2.0 70 0.7%
 
3.0 3 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9193 91.9%
 
1.0 734 7.3%
 
2.0 70 0.7%
 
3.0 3 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 9193 91.9%
 
1.0 734 7.3%
 
2.0 70 0.7%
 
3.0 3 0.0%
 

V285
Numeric

Distinct count 24
Unique (%) 0.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0474
Minimum 0
Maximum 26
Zeros (%) 59.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 5
Maximum 26
Range 26
Interquartile range 1

Descriptive statistics

Standard deviation 2.1883
Coef of variation 2.0893
Kurtosis 33.467
Mean 1.0474
MAD 1.2705
Skewness 4.6395
Sum 10474
Variance 4.7888
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 5979 59.8%
 
1.0 1899 19.0%
 
2.0 860 8.6%
 
3.0 415 4.2%
 
4.0 302 3.0%
 
5.0 177 1.8%
 
6.0 82 0.8%
 
7.0 62 0.6%
 
10.0 57 0.6%
 
8.0 41 0.4%
 
Other values (14) 126 1.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 5979 59.8%
 
1.0 1899 19.0%
 
2.0 860 8.6%
 
3.0 415 4.2%
 
4.0 302 3.0%
 

Maximum 5 values

Value Count Frequency (%)  
20.0 1 0.0%
 
23.0 4 0.0%
 
24.0 7 0.1%
 
25.0 6 0.1%
 
26.0 3 0.0%
 

V286
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0291
Minimum 0
Maximum 2
Zeros (%) 97.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 2
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.17623
Coef of variation 6.0559
Kurtosis 43.164
Mean 0.0291
MAD 0.056588
Skewness 6.3539
Sum 291
Variance 0.031056
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 9723 97.2%
 
1.0 263 2.6%
 
2.0 14 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9723 97.2%
 
1.0 263 2.6%
 
2.0 14 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 9723 97.2%
 
1.0 263 2.6%
 
2.0 14 0.1%
 

V287
Numeric

Distinct count 11
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.2871
Minimum 0
Maximum 10
Zeros (%) 81.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 2
Maximum 10
Range 10
Interquartile range 0

Descriptive statistics

Standard deviation 0.74467
Coef of variation 2.5938
Kurtosis 25.41
Mean 0.2871
MAD 0.46614
Skewness 4.109
Sum 2871
Variance 0.55453
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 8118 81.2%
 
1.0 1308 13.1%
 
2.0 335 3.4%
 
3.0 141 1.4%
 
4.0 68 0.7%
 
6.0 9 0.1%
 
7.0 8 0.1%
 
5.0 7 0.1%
 
8.0 3 0.0%
 
10.0 2 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 8118 81.2%
 
1.0 1308 13.1%
 
2.0 335 3.4%
 
3.0 141 1.4%
 
4.0 68 0.7%
 

Maximum 5 values

Value Count Frequency (%)  
6.0 9 0.1%
 
7.0 8 0.1%
 
8.0 3 0.0%
 
9.0 1 0.0%
 
10.0 2 0.0%
 

V288
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.1599
Minimum 0
Maximum 3
Zeros (%) 85.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 3
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.39516
Coef of variation 2.4713
Kurtosis 6.0301
Mean 0.1599
MAD 0.27189
Skewness 2.4498
Sum 1599
Variance 0.15615
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 8502 85.0%
 
1.0 1405 14.1%
 
2.0 85 0.9%
 
3.0 8 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 8502 85.0%
 
1.0 1405 14.1%
 
2.0 85 0.9%
 
3.0 8 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 8502 85.0%
 
1.0 1405 14.1%
 
2.0 85 0.9%
 
3.0 8 0.1%
 

V289
Numeric

Distinct count 6
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.212
Minimum 0
Maximum 7
Zeros (%) 84.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 7
Range 7
Interquartile range 0

Descriptive statistics

Standard deviation 0.56488
Coef of variation 2.6645
Kurtosis 13.794
Mean 0.212
MAD 0.35815
Skewness 3.3373
Sum 2120
Variance 0.31909
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 8447 84.5%
 
1.0 1139 11.4%
 
2.0 295 2.9%
 
3.0 88 0.9%
 
4.0 30 0.3%
 
7.0 1 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 8447 84.5%
 
1.0 1139 11.4%
 
2.0 295 2.9%
 
3.0 88 0.9%
 
4.0 30 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 1139 11.4%
 
2.0 295 2.9%
 
3.0 88 0.9%
 
4.0 30 0.3%
 
7.0 1 0.0%
 

V29
Numeric

Distinct count 6
Unique (%) 0.1%
Missing (%) 12.7%
Missing (n) 1266
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.34967
Minimum 0
Maximum 4
Zeros (%) 57.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 1
Maximum 4
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.50307
Coef of variation 1.4387
Kurtosis 0.56382
Mean 0.34967
MAD 0.46257
Skewness 1.0275
Sum 3054
Variance 0.25308
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 5777 57.8%
 
1.0 2872 28.7%
 
2.0 76 0.8%
 
3.0 6 0.1%
 
4.0 3 0.0%
 
(Missing) 1266 12.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 5777 57.8%
 
1.0 2872 28.7%
 
2.0 76 0.8%
 
3.0 6 0.1%
 
4.0 3 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 5777 57.8%
 
1.0 2872 28.7%
 
2.0 76 0.8%
 
3.0 6 0.1%
 
4.0 3 0.0%
 

V290
Numeric

Distinct count 12
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.1189
Minimum 1
Maximum 33
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 2
Maximum 33
Range 32
Interquartile range 0

Descriptive statistics

Standard deviation 0.63277
Coef of variation 0.56553
Kurtosis 1184.9
Mean 1.1189
MAD 0.21723
Skewness 26.683
Sum 11189
Variance 0.4004
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 9135 91.3%
 
2.0 713 7.1%
 
3.0 94 0.9%
 
4.0 35 0.4%
 
5.0 7 0.1%
 
6.0 5 0.1%
 
7.0 4 0.0%
 
8.0 3 0.0%
 
31.0 1 0.0%
 
9.0 1 0.0%
 
Other values (2) 2 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 9135 91.3%
 
2.0 713 7.1%
 
3.0 94 0.9%
 
4.0 35 0.4%
 
5.0 7 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
8.0 3 0.0%
 
9.0 1 0.0%
 
16.0 1 0.0%
 
31.0 1 0.0%
 
33.0 1 0.0%
 

V291
Numeric

Distinct count 17
Unique (%) 0.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.7292
Minimum 1
Maximum 874
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 1
Q3 2
95-th percentile 3
Maximum 874
Range 873
Interquartile range 1

Descriptive statistics

Standard deviation 15.057
Coef of variation 8.7073
Kurtosis 3312.7
Mean 1.7292
MAD 0.92652
Skewness 57.489
Sum 17292
Variance 226.7
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 6353 63.5%
 
2.0 2952 29.5%
 
3.0 495 5.0%
 
4.0 137 1.4%
 
5.0 27 0.3%
 
6.0 12 0.1%
 
7.0 7 0.1%
 
9.0 5 0.1%
 
8.0 4 0.0%
 
862.0 1 0.0%
 
Other values (7) 7 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 6353 63.5%
 
2.0 2952 29.5%
 
3.0 495 5.0%
 
4.0 137 1.4%
 
5.0 27 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
13.0 1 0.0%
 
14.0 1 0.0%
 
862.0 1 0.0%
 
873.0 1 0.0%
 
874.0 1 0.0%
 

V292
Highly correlated

This variable is highly correlated with V291 and should be ignored for analysis

Correlation 0.98672

V293
Highly correlated

This variable is highly correlated with V279 and should be ignored for analysis

Correlation 0.90814

V294
Highly correlated

This variable is highly correlated with V292 and should be ignored for analysis

Correlation 0.92202

V295
Highly correlated

This variable is highly correlated with V280 and should be ignored for analysis

Correlation 0.98115

V296
Numeric

Distinct count 16
Unique (%) 0.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.2151
Minimum 0
Maximum 52
Zeros (%) 91.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 52
Range 52
Interquartile range 0

Descriptive statistics

Standard deviation 1.2663
Coef of variation 5.8872
Kurtosis 825.97
Mean 0.2151
MAD 0.3914
Skewness 22.851
Sum 2151
Variance 1.6036
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 9098 91.0%
 
1.0 498 5.0%
 
2.0 164 1.6%
 
3.0 93 0.9%
 
4.0 43 0.4%
 
7.0 41 0.4%
 
6.0 23 0.2%
 
5.0 19 0.2%
 
8.0 7 0.1%
 
9.0 3 0.0%
 
Other values (6) 11 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9098 91.0%
 
1.0 498 5.0%
 
2.0 164 1.6%
 
3.0 93 0.9%
 
4.0 43 0.4%
 

Maximum 5 values

Value Count Frequency (%)  
11.0 2 0.0%
 
12.0 1 0.0%
 
21.0 3 0.0%
 
51.0 2 0.0%
 
52.0 1 0.0%
 

V297
Numeric

Distinct count 10
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0745
Minimum 0
Maximum 9
Zeros (%) 95.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 9
Range 9
Interquartile range 0

Descriptive statistics

Standard deviation 0.42822
Coef of variation 5.7479
Kurtosis 104.32
Mean 0.0745
MAD 0.14227
Skewness 8.8373
Sum 745
Variance 0.18337
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 9548 95.5%
 
1.0 301 3.0%
 
2.0 80 0.8%
 
3.0 36 0.4%
 
4.0 17 0.2%
 
5.0 8 0.1%
 
6.0 5 0.1%
 
7.0 3 0.0%
 
9.0 1 0.0%
 
8.0 1 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9548 95.5%
 
1.0 301 3.0%
 
2.0 80 0.8%
 
3.0 36 0.4%
 
4.0 17 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
5.0 8 0.1%
 
6.0 5 0.1%
 
7.0 3 0.0%
 
8.0 1 0.0%
 
9.0 1 0.0%
 

V298
Highly correlated

This variable is highly correlated with V296 and should be ignored for analysis

Correlation 0.97733

V299
Numeric

Distinct count 14
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.1007
Minimum 0
Maximum 13
Zeros (%) 94.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 13
Range 13
Interquartile range 0

Descriptive statistics

Standard deviation 0.5748
Coef of variation 5.708
Kurtosis 163.24
Mean 0.1007
MAD 0.19044
Skewness 10.64
Sum 1007
Variance 0.33039
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 9456 94.6%
 
1.0 335 3.4%
 
2.0 109 1.1%
 
3.0 48 0.5%
 
4.0 23 0.2%
 
6.0 7 0.1%
 
5.0 7 0.1%
 
7.0 5 0.1%
 
13.0 3 0.0%
 
9.0 2 0.0%
 
Other values (4) 5 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9456 94.6%
 
1.0 335 3.4%
 
2.0 109 1.1%
 
3.0 48 0.5%
 
4.0 23 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
9.0 2 0.0%
 
10.0 1 0.0%
 
11.0 1 0.0%
 
12.0 1 0.0%
 
13.0 3 0.0%
 

V3
Numeric

Distinct count 5
Unique (%) 0.1%
Missing (%) 77.2%
Missing (n) 7724
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0439
Minimum 0
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 3
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.22929
Coef of variation 0.21964
Kurtosis 28.152
Mean 1.0439
MAD 0.087682
Skewness 4.8189
Sum 2376
Variance 0.052574
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 2176 21.8%
 
2.0 88 0.9%
 
3.0 8 0.1%
 
0.0 4 0.0%
 
(Missing) 7724 77.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 4 0.0%
 
1.0 2176 21.8%
 
2.0 88 0.9%
 
3.0 8 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 4 0.0%
 
1.0 2176 21.8%
 
2.0 88 0.9%
 
3.0 8 0.1%
 

V30
Highly correlated

This variable is highly correlated with V29 and should be ignored for analysis

Correlation 0.96741

V300
Numeric

Distinct count 7
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0422
Minimum 0
Maximum 6
Zeros (%) 96.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 6
Range 6
Interquartile range 0

Descriptive statistics

Standard deviation 0.26875
Coef of variation 6.3685
Kurtosis 105.83
Mean 0.0422
MAD 0.08175
Skewness 8.8731
Sum 422
Variance 0.072226
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 9686 96.9%
 
1.0 241 2.4%
 
2.0 49 0.5%
 
3.0 17 0.2%
 
4.0 4 0.0%
 
5.0 2 0.0%
 
6.0 1 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9686 96.9%
 
1.0 241 2.4%
 
2.0 49 0.5%
 
3.0 17 0.2%
 
4.0 4 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 49 0.5%
 
3.0 17 0.2%
 
4.0 4 0.0%
 
5.0 2 0.0%
 
6.0 1 0.0%
 

V301
Highly correlated

This variable is highly correlated with V300 and should be ignored for analysis

Correlation 0.97023

V302
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.1631
Minimum 0
Maximum 3
Zeros (%) 84.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 3
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.37777
Coef of variation 2.3162
Kurtosis 2.8595
Mean 0.1631
MAD 0.27394
Skewness 2.0175
Sum 1631
Variance 0.14271
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 8398 84.0%
 
1.0 1575 15.8%
 
2.0 25 0.2%
 
3.0 2 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 8398 84.0%
 
1.0 1575 15.8%
 
2.0 25 0.2%
 
3.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 8398 84.0%
 
1.0 1575 15.8%
 
2.0 25 0.2%
 
3.0 2 0.0%
 

V303
Numeric

Distinct count 8
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.1809
Minimum 0
Maximum 13
Zeros (%) 83.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 13
Range 13
Interquartile range 0

Descriptive statistics

Standard deviation 0.4565
Coef of variation 2.5235
Kurtosis 81.936
Mean 0.1809
MAD 0.30178
Skewness 5.2689
Sum 1809
Variance 0.2084
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 8341 83.4%
 
1.0 1567 15.7%
 
2.0 68 0.7%
 
4.0 12 0.1%
 
3.0 7 0.1%
 
5.0 2 0.0%
 
7.0 2 0.0%
 
13.0 1 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 8341 83.4%
 
1.0 1567 15.7%
 
2.0 68 0.7%
 
3.0 7 0.1%
 
4.0 12 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 7 0.1%
 
4.0 12 0.1%
 
5.0 2 0.0%
 
7.0 2 0.0%
 
13.0 1 0.0%
 

V304
Highly correlated

This variable is highly correlated with V303 and should be ignored for analysis

Correlation 0.90316

V305
Constant

This variable is constant and should be ignored for analysis

Constant value 1

V306
Highly correlated

This variable is highly correlated with V273 and should be ignored for analysis

Correlation 0.90001

V307
Numeric

Distinct count 2123
Unique (%) 21.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 250.09
Minimum 0
Maximum 61119
Zeros (%) 53.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 140.9
95-th percentile 959.04
Maximum 61119
Range 61119
Interquartile range 140.9

Descriptive statistics

Standard deviation 1448.3
Coef of variation 5.7912
Kurtosis 895.6
Mean 250.09
MAD 353.31
Skewness 25.124
Sum 2500900
Variance 2097600
Memory size 476.2 KiB
Value Count Frequency (%)  
0.0 5308 53.1%
 
100.0 135 1.4%
 
50.0 107 1.1%
 
107.9499969482422 92 0.9%
 
59.0 92 0.9%
 
57.95000076293945 76 0.8%
 
117.0 68 0.7%
 
200.0 57 0.6%
 
150.0 52 0.5%
 
49.0 48 0.5%
 
Other values (2113) 3965 39.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 5308 53.1%
 
2.3564000129699707 1 0.0%
 
3.0813999176025386 1 0.0%
 
3.595499992370605 1 0.0%
 
5.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
20347.0 1 0.0%
 
20847.0 2 0.0%
 
58800.30078125 1 0.0%
 
58884.16015625 1 0.0%
 
61118.859375 1 0.0%
 

V308
Numeric

Distinct count 1122
Unique (%) 11.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 111.75
Minimum 0
Maximum 15630
Zeros (%) 73.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 25
95-th percentile 425
Maximum 15630
Range 15630
Interquartile range 25

Descriptive statistics

Standard deviation 665.78
Coef of variation 5.9579
Kurtosis 280.35
Mean 111.75
MAD 177.84
Skewness 15.153
Sum 1117500
Variance 443260
Memory size 476.2 KiB
Value Count Frequency (%)  
0.0 7373 73.7%
 
100.0 100 1.0%
 
50.0 78 0.8%
 
59.0 64 0.6%
 
117.0 49 0.5%
 
150.0 48 0.5%
 
200.0 39 0.4%
 
20.0 39 0.4%
 
57.95000076293945 36 0.4%
 
40.0 35 0.4%
 
Other values (1112) 2139 21.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 7373 73.7%
 
1.895799994468689 1 0.0%
 
2.3564000129699707 1 0.0%
 
2.8015999794006348 1 0.0%
 
3.595499992370605 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
14580.0 1 0.0%
 
14830.0 1 0.0%
 
15130.568359375 1 0.0%
 
15330.0 1 0.0%
 
15630.0 1 0.0%
 

V309
Numeric

Distinct count 228
Unique (%) 2.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 11.153
Minimum 0
Maximum 3162.9
Zeros (%) 91.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 58
Maximum 3162.9
Range 3162.9
Interquartile range 0

Descriptive statistics

Standard deviation 78.775
Coef of variation 7.0629
Kurtosis 719.88
Mean 11.153
MAD 20.525
Skewness 22.169
Sum 111530
Variance 6205.5
Memory size 476.2 KiB
Value Count Frequency (%)  
0.0 9193 91.9%
 
100.0 55 0.5%
 
59.0 48 0.5%
 
50.0 29 0.3%
 
300.0 24 0.2%
 
117.0 23 0.2%
 
200.0 20 0.2%
 
34.0 17 0.2%
 
40.0 15 0.1%
 
226.0 15 0.1%
 
Other values (218) 561 5.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9193 91.9%
 
1.895799994468689 1 0.0%
 
2.3564000129699707 1 0.0%
 
5.0 5 0.1%
 
6.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1644.93994140625 1 0.0%
 
1779.949951171875 1 0.0%
 
1829.949951171875 1 0.0%
 
2594.949951171875 1 0.0%
 
3162.949951171875 2 0.0%
 

V31
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 12.7%
Missing (n) 1266
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.048546
Minimum 0
Maximum 1
Zeros (%) 83.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 1
Range 1
Interquartile range 0

Descriptive statistics

Standard deviation 0.21493
Coef of variation 4.4273
Kurtosis 15.66
Mean 0.048546
MAD 0.092378
Skewness 4.2019
Sum 424
Variance 0.046194
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 8310 83.1%
 
1.0 424 4.2%
 
(Missing) 1266 12.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 8310 83.1%
 
1.0 424 4.2%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 8310 83.1%
 
1.0 424 4.2%
 

V310
Numeric

Distinct count 1329
Unique (%) 13.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 100.98
Minimum 0
Maximum 19800
Zeros (%) 59.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 100
95-th percentile 452
Maximum 19800
Range 19800
Interquartile range 100

Descriptive statistics

Standard deviation 315.91
Coef of variation 3.1285
Kurtosis 1524.3
Mean 100.98
MAD 134.82
Skewness 26.695
Sum 1009800
Variance 99797
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 5979 59.8%
 
59.0 119 1.2%
 
100.0 117 1.2%
 
50.0 102 1.0%
 
107.9499969482422 85 0.9%
 
57.95000076293945 77 0.8%
 
117.0 69 0.7%
 
49.0 49 0.5%
 
200.0 48 0.5%
 
150.0 41 0.4%
 
Other values (1319) 3314 33.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 5979 59.8%
 
2.3564000129699707 1 0.0%
 
3.0813999176025386 1 0.0%
 
3.595499992370605 1 0.0%
 
3.900799989700317 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2594.949951171875 2 0.0%
 
2776.0 1 0.0%
 
2956.0 3 0.0%
 
3162.949951171875 2 0.0%
 
19800.0 1 0.0%
 

V311
Highly correlated

This variable is highly correlated with V206 and should be ignored for analysis

Correlation 0.95268

V312
Numeric

Distinct count 483
Unique (%) 4.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 28.672
Minimum 0
Maximum 3162.9
Zeros (%) 81.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 178
Maximum 3162.9
Range 3162.9
Interquartile range 0

Descriptive statistics

Standard deviation 110.47
Coef of variation 3.8531
Kurtosis 229.51
Mean 28.672
MAD 46.945
Skewness 11.468
Sum 286720
Variance 12205
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 8118 81.2%
 
100.0 76 0.8%
 
59.0 75 0.8%
 
50.0 70 0.7%
 
117.0 48 0.5%
 
30.0 44 0.4%
 
20.0 42 0.4%
 
300.0 38 0.4%
 
150.0 36 0.4%
 
40.0 34 0.3%
 
Other values (473) 1419 14.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 8118 81.2%
 
1.895799994468689 1 0.0%
 
2.3564000129699707 1 0.0%
 
2.8015999794006348 1 0.0%
 
3.595499992370605 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1824.949951171875 1 0.0%
 
1829.949951171875 1 0.0%
 
1950.949951171875 1 0.0%
 
2594.949951171875 2 0.0%
 
3162.949951171875 2 0.0%
 

V313
Numeric

Distinct count 361
Unique (%) 3.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 17.062
Minimum 0
Maximum 3162.9
Zeros (%) 85.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 93.029
Maximum 3162.9
Range 3162.9
Interquartile range 0

Descriptive statistics

Standard deviation 92.691
Coef of variation 5.4325
Kurtosis 491.26
Mean 17.062
MAD 29.068
Skewness 18.75
Sum 170620
Variance 8591.6
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 8502 85.0%
 
59.0 140 1.4%
 
49.0 59 0.6%
 
57.95000076293945 59 0.6%
 
117.0 53 0.5%
 
39.0 47 0.5%
 
107.9499969482422 46 0.5%
 
226.0 32 0.3%
 
25.95000076293945 31 0.3%
 
34.0 29 0.3%
 
Other values (351) 1002 10.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 8502 85.0%
 
3.0813999176025386 1 0.0%
 
5.0 1 0.0%
 
6.0 1 0.0%
 
6.041999816894531 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2007.949951171875 1 0.0%
 
2294.949951171875 1 0.0%
 
2426.949951171875 1 0.0%
 
2594.949951171875 1 0.0%
 
3162.949951171875 2 0.0%
 

V314
Numeric

Distinct count 708
Unique (%) 7.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 37.821
Minimum 0
Maximum 5021.9
Zeros (%) 82.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 209.95
Maximum 5021.9
Range 5021.9
Interquartile range 0

Descriptive statistics

Standard deviation 161.9
Coef of variation 4.2807
Kurtosis 203.5
Mean 37.821
MAD 62.656
Skewness 11.294
Sum 378210
Variance 26212
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 8208 82.1%
 
59.0 89 0.9%
 
117.0 44 0.4%
 
57.95000076293945 42 0.4%
 
107.9499969482422 36 0.4%
 
49.0 33 0.3%
 
926.0 30 0.3%
 
226.0 25 0.2%
 
34.0 23 0.2%
 
39.0 21 0.2%
 
Other values (698) 1449 14.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 8208 82.1%
 
5.0 1 0.0%
 
6.0 1 0.0%
 
6.041999816894531 1 0.0%
 
6.162799835205077 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2594.949951171875 1 0.0%
 
2956.0 3 0.0%
 
3162.949951171875 2 0.0%
 
3221.0 1 0.0%
 
5021.89990234375 1 0.0%
 

V315
Highly correlated

This variable is highly correlated with V313 and should be ignored for analysis

Correlation 0.93933

V316
Highly correlated

This variable is highly correlated with V306 and should be ignored for analysis

Correlation 0.93011

V317
Highly correlated

This variable is highly correlated with V307 and should be ignored for analysis

Correlation 0.9712

V318
Highly correlated

This variable is highly correlated with V308 and should be ignored for analysis

Correlation 0.97108

V319
Numeric

Distinct count 210
Unique (%) 2.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 11.353
Minimum 0
Maximum 3452
Zeros (%) 95.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 3452
Range 3452
Interquartile range 0

Descriptive statistics

Standard deviation 107.26
Coef of variation 9.4479
Kurtosis 407.89
Mean 11.353
MAD 21.68
Skewness 18.174
Sum 113530
Variance 11505
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 9548 95.5%
 
100.0 41 0.4%
 
50.0 20 0.2%
 
40.0 13 0.1%
 
200.0 12 0.1%
 
150.0 12 0.1%
 
117.0 10 0.1%
 
59.0 10 0.1%
 
107.9499969482422 10 0.1%
 
226.0 9 0.1%
 
Other values (200) 315 3.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9548 95.5%
 
6.948299884796143 1 0.0%
 
10.935999870300293 1 0.0%
 
12.809000015258787 4 0.0%
 
13.896599769592285 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2394.949951171875 1 0.0%
 
2514.0 2 0.0%
 
2964.0 1 0.0%
 
3000.0 1 0.0%
 
3452.0 1 0.0%
 

V32
Highly correlated

This variable is highly correlated with V31 and should be ignored for analysis

Correlation 1

V320
Numeric

Distinct count 344
Unique (%) 3.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 24.676
Minimum 0
Maximum 3574.7
Zeros (%) 91.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 100
Maximum 3574.7
Range 3574.7
Interquartile range 0

Descriptive statistics

Standard deviation 156.05
Coef of variation 6.3242
Kurtosis 195.38
Mean 24.676
MAD 45.335
Skewness 12.133
Sum 246760
Variance 24353
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 9178 91.8%
 
100.0 38 0.4%
 
740.0 30 0.3%
 
50.0 23 0.2%
 
117.0 18 0.2%
 
59.0 16 0.2%
 
40.0 16 0.2%
 
107.9499969482422 15 0.1%
 
39.0 15 0.1%
 
49.0 14 0.1%
 
Other values (334) 637 6.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9178 91.8%
 
5.075300216674805 1 0.0%
 
6.948299884796143 1 0.0%
 
10.935999870300293 1 0.0%
 
12.809000015258787 4 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2964.0 1 0.0%
 
3000.0 1 0.0%
 
3452.0 1 0.0%
 
3528.81591796875 2 0.0%
 
3574.718505859375 1 0.0%
 

V321
Highly correlated

This variable is highly correlated with V319 and should be ignored for analysis

Correlation 0.92732

V322
Highly correlated

This variable is highly correlated with V167 and should be ignored for analysis

Correlation 0.91702

V323
Highly correlated

This variable is highly correlated with V96 and should be ignored for analysis

Correlation 0.96626

V324
Numeric

Distinct count 18
Unique (%) 0.2%
Missing (%) 86.1%
Missing (n) 8615
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.44765
Minimum 0
Maximum 16
Zeros (%) 11.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 3
Maximum 16
Range 16
Interquartile range 0

Descriptive statistics

Standard deviation 1.4851
Coef of variation 3.3175
Kurtosis 36.728
Mean 0.44765
MAD 0.74016
Skewness 5.4204
Sum 620
Variance 2.2055
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1145 11.5%
 
1.0 129 1.3%
 
2.0 39 0.4%
 
3.0 20 0.2%
 
4.0 12 0.1%
 
5.0 11 0.1%
 
6.0 9 0.1%
 
7.0 5 0.1%
 
8.0 4 0.0%
 
10.0 3 0.0%
 
Other values (7) 8 0.1%
 
(Missing) 8615 86.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1145 11.5%
 
1.0 129 1.3%
 
2.0 39 0.4%
 
3.0 20 0.2%
 
4.0 12 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
12.0 1 0.0%
 
13.0 1 0.0%
 
14.0 1 0.0%
 
15.0 1 0.0%
 
16.0 1 0.0%
 

V325
Highly correlated

This variable is highly correlated with V284 and should be ignored for analysis

Correlation 0.93435

V326
Highly correlated

This variable is highly correlated with V285 and should be ignored for analysis

Correlation 0.98524

V327
Highly correlated

This variable is highly correlated with V287 and should be ignored for analysis

Correlation 0.97997

V328
Numeric

Distinct count 8
Unique (%) 0.1%
Missing (%) 86.1%
Missing (n) 8615
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.11408
Minimum 0
Maximum 6
Zeros (%) 12.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 6
Range 6
Interquartile range 0

Descriptive statistics

Standard deviation 0.49708
Coef of variation 4.3573
Kurtosis 54.963
Mean 0.11408
MAD 0.21103
Skewness 6.5563
Sum 158
Variance 0.24709
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1281 12.8%
 
1.0 76 0.8%
 
2.0 15 0.1%
 
3.0 6 0.1%
 
4.0 3 0.0%
 
6.0 2 0.0%
 
5.0 2 0.0%
 
(Missing) 8615 86.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1281 12.8%
 
1.0 76 0.8%
 
2.0 15 0.1%
 
3.0 6 0.1%
 
4.0 3 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 15 0.1%
 
3.0 6 0.1%
 
4.0 3 0.0%
 
5.0 2 0.0%
 
6.0 2 0.0%
 

V329
Highly correlated

This variable is highly correlated with V105 and should be ignored for analysis

Correlation 0.9457

V33
Highly correlated

This variable is highly correlated with V16 and should be ignored for analysis

Correlation 1

V330
Highly correlated

This variable is highly correlated with V328 and should be ignored for analysis

Correlation 0.98437

V331
Highly correlated

This variable is highly correlated with V308 and should be ignored for analysis

Correlation 0.92713

V332
Numeric

Distinct count 79
Unique (%) 0.8%
Missing (%) 86.1%
Missing (n) 8615
Infinite (%) 0.0%
Infinite (n) 0
Mean 56.861
Minimum 0
Maximum 6300
Zeros (%) 11.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 241
Maximum 6300
Range 6300
Interquartile range 0

Descriptive statistics

Standard deviation 280.21
Coef of variation 4.9279
Kurtosis 206.13
Mean 56.861
MAD 94.32
Skewness 11.908
Sum 78753
Variance 78516
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1121 11.2%
 
100.0 39 0.4%
 
50.0 22 0.2%
 
200.0 19 0.2%
 
150.0 18 0.2%
 
25.0 13 0.1%
 
75.0 10 0.1%
 
20.0 9 0.1%
 
250.0 8 0.1%
 
30.0 8 0.1%
 
Other values (68) 118 1.2%
 
(Missing) 8615 86.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1121 11.2%
 
5.0 1 0.0%
 
6.0 1 0.0%
 
10.0 2 0.0%
 
15.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2490.0 1 0.0%
 
2495.0 1 0.0%
 
2500.0 1 0.0%
 
3000.0 1 0.0%
 
6300.0 1 0.0%
 

V333
Highly correlated

This variable is highly correlated with V332 and should be ignored for analysis

Correlation 0.93019

V334
Highly correlated

This variable is highly correlated with V129 and should be ignored for analysis

Correlation 1

V335
Highly correlated

This variable is highly correlated with V130 and should be ignored for analysis

Correlation 0.98861

V336
Highly correlated

This variable is highly correlated with V131 and should be ignored for analysis

Correlation 0.989

V337
Highly correlated

This variable is highly correlated with V321 and should be ignored for analysis

Correlation 0.94737

V338
Highly correlated

This variable is highly correlated with V136 and should be ignored for analysis

Correlation 0.91981

V339
Highly correlated

This variable is highly correlated with V337 and should be ignored for analysis

Correlation 0.95238

V34
Highly correlated

This variable is highly correlated with V33 and should be ignored for analysis

Correlation 1

V35
Numeric

Distinct count 5
Unique (%) 0.1%
Missing (%) 62.3%
Missing (n) 6231
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.48448
Minimum 0
Maximum 3
Zeros (%) 19.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 1
Maximum 3
Range 3
Interquartile range 1

Descriptive statistics

Standard deviation 0.52671
Coef of variation 1.0872
Kurtosis -0.91862
Mean 0.48448
MAD 0.51186
Skewness 0.38899
Sum 1826
Variance 0.27743
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1991 19.9%
 
1.0 1734 17.3%
 
2.0 40 0.4%
 
3.0 4 0.0%
 
(Missing) 6231 62.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1991 19.9%
 
1.0 1734 17.3%
 
2.0 40 0.4%
 
3.0 4 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 1991 19.9%
 
1.0 1734 17.3%
 
2.0 40 0.4%
 
3.0 4 0.0%
 

V36
Highly correlated

This variable is highly correlated with V35 and should be ignored for analysis

Correlation 0.93868

V37
Numeric

Distinct count 10
Unique (%) 0.1%
Missing (%) 62.3%
Missing (n) 6231
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0637
Minimum 0
Maximum 9
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 2
Maximum 9
Range 9
Interquartile range 0

Descriptive statistics

Standard deviation 0.342
Coef of variation 0.32153
Kurtosis 135.52
Mean 1.0637
MAD 0.12402
Skewness 9.0732
Sum 4009
Variance 0.11696
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 3570 35.7%
 
2.0 163 1.6%
 
3.0 19 0.2%
 
0.0 6 0.1%
 
4.0 6 0.1%
 
5.0 2 0.0%
 
9.0 1 0.0%
 
7.0 1 0.0%
 
6.0 1 0.0%
 
(Missing) 6231 62.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 6 0.1%
 
1.0 3570 35.7%
 
2.0 163 1.6%
 
3.0 19 0.2%
 
4.0 6 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
4.0 6 0.1%
 
5.0 2 0.0%
 
6.0 1 0.0%
 
7.0 1 0.0%
 
9.0 1 0.0%
 

V38
Numeric

Distinct count 15
Unique (%) 0.1%
Missing (%) 62.3%
Missing (n) 6231
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.1083
Minimum 0
Maximum 14
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 2
Maximum 14
Range 14
Interquartile range 0

Descriptive statistics

Standard deviation 0.58643
Coef of variation 0.52915
Kurtosis 199.18
Mean 1.1083
MAD 0.20406
Skewness 11.953
Sum 4177
Variance 0.3439
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 3491 34.9%
 
2.0 216 2.2%
 
3.0 32 0.3%
 
4.0 9 0.1%
 
0.0 6 0.1%
 
5.0 5 0.1%
 
9.0 2 0.0%
 
6.0 2 0.0%
 
13.0 1 0.0%
 
11.0 1 0.0%
 
Other values (4) 4 0.0%
 
(Missing) 6231 62.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 6 0.1%
 
1.0 3491 34.9%
 
2.0 216 2.2%
 
3.0 32 0.3%
 
4.0 9 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
10.0 1 0.0%
 
11.0 1 0.0%
 
12.0 1 0.0%
 
13.0 1 0.0%
 
14.0 1 0.0%
 

V39
Numeric

Distinct count 5
Unique (%) 0.1%
Missing (%) 62.3%
Missing (n) 6231
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.11595
Minimum 0
Maximum 3
Zeros (%) 33.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 3
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.3324
Coef of variation 2.8669
Kurtosis 8.7086
Mean 0.11595
MAD 0.20574
Skewness 2.8508
Sum 437
Variance 0.11049
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 3344 33.4%
 
1.0 416 4.2%
 
2.0 6 0.1%
 
3.0 3 0.0%
 
(Missing) 6231 62.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 3344 33.4%
 
1.0 416 4.2%
 
2.0 6 0.1%
 
3.0 3 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 3344 33.4%
 
1.0 416 4.2%
 
2.0 6 0.1%
 
3.0 3 0.0%
 

V4
Numeric

Distinct count 5
Unique (%) 0.1%
Missing (%) 77.2%
Missing (n) 7724
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.77153
Minimum 0
Maximum 3
Zeros (%) 5.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 3
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.4551
Coef of variation 0.58987
Kurtosis 0.24177
Mean 0.77153
MAD 0.37492
Skewness -0.73694
Sum 1756
Variance 0.20712
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 1692 16.9%
 
0.0 553 5.5%
 
2.0 29 0.3%
 
3.0 2 0.0%
 
(Missing) 7724 77.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 553 5.5%
 
1.0 1692 16.9%
 
2.0 29 0.3%
 
3.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 553 5.5%
 
1.0 1692 16.9%
 
2.0 29 0.3%
 
3.0 2 0.0%
 

V40
Highly correlated

This variable is highly correlated with V39 and should be ignored for analysis

Correlation 0.95078

V41
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 62.3%
Missing (n) 6231
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.99841
Minimum 0
Maximum 1
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 1
Range 1
Interquartile range 0

Descriptive statistics

Standard deviation 0.039873
Coef of variation 0.039936
Kurtosis 624
Mean 0.99841
MAD 0.0031788
Skewness -25.013
Sum 3763
Variance 0.0015898
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 3763 37.6%
 
0.0 6 0.1%
 
(Missing) 6231 62.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 6 0.1%
 
1.0 3763 37.6%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 6 0.1%
 
1.0 3763 37.6%
 

V42
Highly correlated

This variable is highly correlated with V39 and should be ignored for analysis

Correlation 0.97822

V43
Highly correlated

This variable is highly correlated with V42 and should be ignored for analysis

Correlation 0.97063

V44
Numeric

Distinct count 6
Unique (%) 0.1%
Missing (%) 62.3%
Missing (n) 6231
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0467
Minimum 0
Maximum 4
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 4
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.23819
Coef of variation 0.22757
Kurtosis 29.207
Mean 1.0467
MAD 0.093426
Skewness 4.7484
Sum 3945
Variance 0.056736
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 3591 35.9%
 
2.0 157 1.6%
 
3.0 12 0.1%
 
0.0 8 0.1%
 
4.0 1 0.0%
 
(Missing) 6231 62.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 8 0.1%
 
1.0 3591 35.9%
 
2.0 157 1.6%
 
3.0 12 0.1%
 
4.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 8 0.1%
 
1.0 3591 35.9%
 
2.0 157 1.6%
 
3.0 12 0.1%
 
4.0 1 0.0%
 

V45
Numeric

Distinct count 6
Unique (%) 0.1%
Missing (%) 62.3%
Missing (n) 6231
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0716
Minimum 0
Maximum 4
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 2
Maximum 4
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.30419
Coef of variation 0.28386
Kurtosis 25.835
Mean 1.0716
MAD 0.13828
Skewness 4.4875
Sum 4039
Variance 0.092531
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 3518 35.2%
 
2.0 214 2.1%
 
3.0 23 0.2%
 
0.0 8 0.1%
 
4.0 6 0.1%
 
(Missing) 6231 62.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 8 0.1%
 
1.0 3518 35.2%
 
2.0 214 2.1%
 
3.0 23 0.2%
 
4.0 6 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 8 0.1%
 
1.0 3518 35.2%
 
2.0 214 2.1%
 
3.0 23 0.2%
 
4.0 6 0.1%
 

V46
Numeric

Distinct count 5
Unique (%) 0.1%
Missing (%) 62.3%
Missing (n) 6231
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0244
Minimum 0
Maximum 3
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 3
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.16594
Coef of variation 0.16198
Kurtosis 35.143
Mean 1.0244
MAD 0.050747
Skewness 5.2504
Sum 3861
Variance 0.027536
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 3666 36.7%
 
2.0 96 1.0%
 
0.0 6 0.1%
 
3.0 1 0.0%
 
(Missing) 6231 62.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 6 0.1%
 
1.0 3666 36.7%
 
2.0 96 1.0%
 
3.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 6 0.1%
 
1.0 3666 36.7%
 
2.0 96 1.0%
 
3.0 1 0.0%
 

V47
Numeric

Distinct count 6
Unique (%) 0.1%
Missing (%) 62.3%
Missing (n) 6231
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0363
Minimum 0
Maximum 4
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 4
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.20864
Coef of variation 0.20132
Kurtosis 38.635
Mean 1.0363
MAD 0.073298
Skewness 5.407
Sum 3906
Variance 0.04353
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 3629 36.3%
 
2.0 126 1.3%
 
3.0 7 0.1%
 
0.0 6 0.1%
 
4.0 1 0.0%
 
(Missing) 6231 62.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 6 0.1%
 
1.0 3629 36.3%
 
2.0 126 1.3%
 
3.0 7 0.1%
 
4.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 6 0.1%
 
1.0 3629 36.3%
 
2.0 126 1.3%
 
3.0 7 0.1%
 
4.0 1 0.0%
 

V48
Numeric

Distinct count 5
Unique (%) 0.1%
Missing (%) 62.3%
Missing (n) 6231
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.44176
Minimum 0
Maximum 3
Zeros (%) 21.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 1
Maximum 3
Range 3
Interquartile range 1

Descriptive statistics

Standard deviation 0.53722
Coef of variation 1.2161
Kurtosis -0.054156
Mean 0.44176
MAD 0.50963
Skewness 0.73106
Sum 1665
Variance 0.28861
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 2174 21.7%
 
1.0 1534 15.3%
 
2.0 52 0.5%
 
3.0 9 0.1%
 
(Missing) 6231 62.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2174 21.7%
 
1.0 1534 15.3%
 
2.0 52 0.5%
 
3.0 9 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 2174 21.7%
 
1.0 1534 15.3%
 
2.0 52 0.5%
 
3.0 9 0.1%
 

V49
Highly correlated

This variable is highly correlated with V48 and should be ignored for analysis

Correlation 0.97296

V5
Highly correlated

This variable is highly correlated with V4 and should be ignored for analysis

Correlation 0.93559

V50
Highly correlated

This variable is highly correlated with V32 and should be ignored for analysis

Correlation 0.91412

V51
Highly correlated

This variable is highly correlated with V50 and should be ignored for analysis

Correlation 0.91615

V52
Highly correlated

This variable is highly correlated with V51 and should be ignored for analysis

Correlation 0.98883

V53
Numeric

Distinct count 6
Unique (%) 0.1%
Missing (%) 13.4%
Missing (n) 1343
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.41804
Minimum 0
Maximum 5
Zeros (%) 50.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 1
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 0.50392
Coef of variation 1.2054
Kurtosis -0.56751
Mean 0.41804
MAD 0.48995
Skewness 0.53804
Sum 3619
Variance 0.25394
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 5073 50.7%
 
1.0 3557 35.6%
 
2.0 21 0.2%
 
3.0 5 0.1%
 
5.0 1 0.0%
 
(Missing) 1343 13.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 5073 50.7%
 
1.0 3557 35.6%
 
2.0 21 0.2%
 
3.0 5 0.1%
 
5.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 5073 50.7%
 
1.0 3557 35.6%
 
2.0 21 0.2%
 
3.0 5 0.1%
 
5.0 1 0.0%
 

V54
Highly correlated

This variable is highly correlated with V53 and should be ignored for analysis

Correlation 0.93342

V55
Numeric

Distinct count 11
Unique (%) 0.1%
Missing (%) 13.4%
Missing (n) 1343
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0586
Minimum 0
Maximum 9
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 9
Range 9
Interquartile range 0

Descriptive statistics

Standard deviation 0.37067
Coef of variation 0.35016
Kurtosis 141.55
Mean 1.0586
MAD 0.11299
Skewness 10.283
Sum 9164
Variance 0.1374
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 8315 83.2%
 
2.0 261 2.6%
 
3.0 38 0.4%
 
4.0 19 0.2%
 
5.0 8 0.1%
 
6.0 6 0.1%
 
7.0 4 0.0%
 
8.0 3 0.0%
 
0.0 2 0.0%
 
9.0 1 0.0%
 
(Missing) 1343 13.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2 0.0%
 
1.0 8315 83.2%
 
2.0 261 2.6%
 
3.0 38 0.4%
 
4.0 19 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
5.0 8 0.1%
 
6.0 6 0.1%
 
7.0 4 0.0%
 
8.0 3 0.0%
 
9.0 1 0.0%
 

V56
Numeric

Distinct count 16
Unique (%) 0.2%
Missing (%) 13.4%
Missing (n) 1343
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0885
Minimum 0
Maximum 14
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 2
Maximum 14
Range 14
Interquartile range 0

Descriptive statistics

Standard deviation 0.50187
Coef of variation 0.46107
Kurtosis 195.95
Mean 1.0885
MAD 0.16729
Skewness 11.58
Sum 9423
Variance 0.25187
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 8159 81.6%
 
2.0 380 3.8%
 
3.0 62 0.6%
 
4.0 23 0.2%
 
6.0 8 0.1%
 
5.0 8 0.1%
 
8.0 4 0.0%
 
7.0 4 0.0%
 
9.0 2 0.0%
 
0.0 2 0.0%
 
Other values (5) 5 0.1%
 
(Missing) 1343 13.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2 0.0%
 
1.0 8159 81.6%
 
2.0 380 3.8%
 
3.0 62 0.6%
 
4.0 23 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
10.0 1 0.0%
 
11.0 1 0.0%
 
12.0 1 0.0%
 
13.0 1 0.0%
 
14.0 1 0.0%
 

V57
Highly correlated

This variable is highly correlated with V52 and should be ignored for analysis

Correlation 0.91658

V58
Highly correlated

This variable is highly correlated with V57 and should be ignored for analysis

Correlation 0.99435

V59
Highly correlated

This variable is highly correlated with V42 and should be ignored for analysis

Correlation 0.91899

V6
Numeric

Distinct count 5
Unique (%) 0.1%
Missing (%) 77.2%
Missing (n) 7724
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0189
Minimum 0
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 3
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.15433
Coef of variation 0.15147
Kurtosis 55.228
Mean 1.0189
MAD 0.040553
Skewness 6.213
Sum 2319
Variance 0.023819
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 2227 22.3%
 
2.0 43 0.4%
 
0.0 4 0.0%
 
3.0 2 0.0%
 
(Missing) 7724 77.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 4 0.0%
 
1.0 2227 22.3%
 
2.0 43 0.4%
 
3.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 4 0.0%
 
1.0 2227 22.3%
 
2.0 43 0.4%
 
3.0 2 0.0%
 

V60
Highly correlated

This variable is highly correlated with V59 and should be ignored for analysis

Correlation 0.98824

V61
Numeric

Distinct count 6
Unique (%) 0.1%
Missing (%) 13.4%
Missing (n) 1343
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.59258
Minimum 0
Maximum 6
Zeros (%) 36.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1
Q3 1
95-th percentile 1
Maximum 6
Range 6
Interquartile range 1

Descriptive statistics

Standard deviation 0.53202
Coef of variation 0.8978
Kurtosis 0.4239
Mean 0.59258
MAD 0.50435
Skewness 0.19261
Sum 5130
Variance 0.28305
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 4833 48.3%
 
0.0 3684 36.8%
 
2.0 126 1.3%
 
3.0 13 0.1%
 
6.0 1 0.0%
 
(Missing) 1343 13.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 3684 36.8%
 
1.0 4833 48.3%
 
2.0 126 1.3%
 
3.0 13 0.1%
 
6.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 3684 36.8%
 
1.0 4833 48.3%
 
2.0 126 1.3%
 
3.0 13 0.1%
 
6.0 1 0.0%
 

V62
Highly correlated

This variable is highly correlated with V61 and should be ignored for analysis

Correlation 0.94925

V63
Highly correlated

This variable is highly correlated with V60 and should be ignored for analysis

Correlation 0.98155

V64
Highly correlated

This variable is highly correlated with V63 and should be ignored for analysis

Correlation 0.9708

V65
Highly correlated

This variable is highly correlated with V14 and should be ignored for analysis

Correlation 1

V66
Numeric

Distinct count 5
Unique (%) 0.1%
Missing (%) 13.4%
Missing (n) 1343
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.75222
Minimum 0
Maximum 5
Zeros (%) 21.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1
Q3 1
95-th percentile 1
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 0.4431
Coef of variation 0.58906
Kurtosis 0.38315
Mean 0.75222
MAD 0.3792
Skewness -0.91648
Sum 6512
Variance 0.19634
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 6441 64.4%
 
0.0 2182 21.8%
 
2.0 33 0.3%
 
5.0 1 0.0%
 
(Missing) 1343 13.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2182 21.8%
 
1.0 6441 64.4%
 
2.0 33 0.3%
 
5.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 2182 21.8%
 
1.0 6441 64.4%
 
2.0 33 0.3%
 
5.0 1 0.0%
 

V67
Highly correlated

This variable is highly correlated with V66 and should be ignored for analysis

Correlation 0.97961

V68
Highly correlated

This variable is highly correlated with V28 and should be ignored for analysis

Correlation 1

V69
Numeric

Distinct count 6
Unique (%) 0.1%
Missing (%) 13.4%
Missing (n) 1343
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.34885
Minimum 0
Maximum 4
Zeros (%) 57.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 1
Maximum 4
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.50762
Coef of variation 1.4551
Kurtosis 0.90219
Mean 0.34885
MAD 0.46341
Skewness 1.0974
Sum 3020
Variance 0.25768
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 5750 57.5%
 
1.0 2810 28.1%
 
2.0 84 0.8%
 
3.0 10 0.1%
 
4.0 3 0.0%
 
(Missing) 1343 13.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 5750 57.5%
 
1.0 2810 28.1%
 
2.0 84 0.8%
 
3.0 10 0.1%
 
4.0 3 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 5750 57.5%
 
1.0 2810 28.1%
 
2.0 84 0.8%
 
3.0 10 0.1%
 
4.0 3 0.0%
 

V7
Numeric

Distinct count 5
Unique (%) 0.1%
Missing (%) 77.2%
Missing (n) 7724
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0409
Minimum 0
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 3
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.22307
Coef of variation 0.21431
Kurtosis 31.014
Mean 1.0409
MAD 0.082042
Skewness 5.0327
Sum 2369
Variance 0.049758
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 2183 21.8%
 
2.0 81 0.8%
 
3.0 8 0.1%
 
0.0 4 0.0%
 
(Missing) 7724 77.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 4 0.0%
 
1.0 2183 21.8%
 
2.0 81 0.8%
 
3.0 8 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 4 0.0%
 
1.0 2183 21.8%
 
2.0 81 0.8%
 
3.0 8 0.1%
 

V70
Highly correlated

This variable is highly correlated with V69 and should be ignored for analysis

Correlation 0.97165

V71
Highly correlated

This variable is highly correlated with V58 and should be ignored for analysis

Correlation 0.96054

V72
Highly correlated

This variable is highly correlated with V71 and should be ignored for analysis

Correlation 0.99462

V73
Highly correlated

This variable is highly correlated with V72 and should be ignored for analysis

Correlation 0.94385

V74
Highly correlated

This variable is highly correlated with V73 and should be ignored for analysis

Correlation 0.98703

V75
Numeric

Distinct count 5
Unique (%) 0.1%
Missing (%) 49.3%
Missing (n) 4931
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.4857
Minimum 0
Maximum 3
Zeros (%) 26.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 1
Maximum 3
Range 3
Interquartile range 1

Descriptive statistics

Standard deviation 0.51921
Coef of variation 1.069
Kurtosis -0.64178
Mean 0.4857
MAD 0.50687
Skewness 0.37022
Sum 2462
Variance 0.26958
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 2645 26.5%
 
1.0 2398 24.0%
 
2.0 14 0.1%
 
3.0 12 0.1%
 
(Missing) 4931 49.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2645 26.5%
 
1.0 2398 24.0%
 
2.0 14 0.1%
 
3.0 12 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 2645 26.5%
 
1.0 2398 24.0%
 
2.0 14 0.1%
 
3.0 12 0.1%
 

V76
Highly correlated

This variable is highly correlated with V75 and should be ignored for analysis

Correlation 0.92135

V77
Numeric

Distinct count 9
Unique (%) 0.1%
Missing (%) 49.3%
Missing (n) 4931
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0424
Minimum 0
Maximum 9
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 9
Range 9
Interquartile range 0

Descriptive statistics

Standard deviation 0.28369
Coef of variation 0.27215
Kurtosis 188.74
Mean 1.0424
MAD 0.085074
Skewness 10.692
Sum 5284
Variance 0.080482
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 4887 48.9%
 
2.0 148 1.5%
 
3.0 13 0.1%
 
0.0 8 0.1%
 
4.0 8 0.1%
 
5.0 3 0.0%
 
9.0 1 0.0%
 
6.0 1 0.0%
 
(Missing) 4931 49.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 8 0.1%
 
1.0 4887 48.9%
 
2.0 148 1.5%
 
3.0 13 0.1%
 
4.0 8 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 13 0.1%
 
4.0 8 0.1%
 
5.0 3 0.0%
 
6.0 1 0.0%
 
9.0 1 0.0%
 

V78
Numeric

Distinct count 11
Unique (%) 0.1%
Missing (%) 49.3%
Missing (n) 4931
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0773
Minimum 0
Maximum 9
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 2
Maximum 9
Range 9
Interquartile range 0

Descriptive statistics

Standard deviation 0.37579
Coef of variation 0.34881
Kurtosis 102.75
Mean 1.0773
MAD 0.14839
Skewness 7.9959
Sum 5461
Variance 0.14122
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 4752 47.5%
 
2.0 257 2.6%
 
3.0 32 0.3%
 
4.0 11 0.1%
 
0.0 8 0.1%
 
5.0 5 0.1%
 
9.0 1 0.0%
 
8.0 1 0.0%
 
7.0 1 0.0%
 
6.0 1 0.0%
 
(Missing) 4931 49.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 8 0.1%
 
1.0 4752 47.5%
 
2.0 257 2.6%
 
3.0 32 0.3%
 
4.0 11 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
5.0 5 0.1%
 
6.0 1 0.0%
 
7.0 1 0.0%
 
8.0 1 0.0%
 
9.0 1 0.0%
 

V79
Highly correlated

This variable is highly correlated with V74 and should be ignored for analysis

Correlation 0.91027

V8
Numeric

Distinct count 5
Unique (%) 0.1%
Missing (%) 77.2%
Missing (n) 7724
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0145
Minimum 0
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 3
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.14604
Coef of variation 0.14395
Kurtosis 87.832
Mean 1.0145
MAD 0.032093
Skewness 7.7518
Sum 2309
Variance 0.021328
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 2239 22.4%
 
2.0 29 0.3%
 
0.0 4 0.0%
 
3.0 4 0.0%
 
(Missing) 7724 77.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 4 0.0%
 
1.0 2239 22.4%
 
2.0 29 0.3%
 
3.0 4 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 4 0.0%
 
1.0 2239 22.4%
 
2.0 29 0.3%
 
3.0 4 0.0%
 

V80
Highly correlated

This variable is highly correlated with V64 and should be ignored for analysis

Correlation 0.90626

V81
Highly correlated

This variable is highly correlated with V80 and should be ignored for analysis

Correlation 0.98557

V82
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 49.3%
Missing (n) 4931
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.78576
Minimum 0
Maximum 2
Zeros (%) 11.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 2
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.45589
Coef of variation 0.5802
Kurtosis 0.096359
Mean 0.78576
MAD 0.36769
Skewness -0.74819
Sum 3983
Variance 0.20784
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 3783 37.8%
 
0.0 1186 11.9%
 
2.0 100 1.0%
 
(Missing) 4931 49.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1186 11.9%
 
1.0 3783 37.8%
 
2.0 100 1.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 1186 11.9%
 
1.0 3783 37.8%
 
2.0 100 1.0%
 

V83
Highly correlated

This variable is highly correlated with V82 and should be ignored for analysis

Correlation 0.91173

V84
Highly correlated

This variable is highly correlated with V81 and should be ignored for analysis

Correlation 0.9692

V85
Highly correlated

This variable is highly correlated with V84 and should be ignored for analysis

Correlation 0.97277

V86
Numeric

Distinct count 6
Unique (%) 0.1%
Missing (%) 49.3%
Missing (n) 4931
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0304
Minimum 0
Maximum 4
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 4
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.19632
Coef of variation 0.19053
Kurtosis 43.934
Mean 1.0304
MAD 0.063256
Skewness 5.5846
Sum 5223
Variance 0.03854
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 4904 49.0%
 
2.0 144 1.4%
 
0.0 11 0.1%
 
3.0 9 0.1%
 
4.0 1 0.0%
 
(Missing) 4931 49.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 11 0.1%
 
1.0 4904 49.0%
 
2.0 144 1.4%
 
3.0 9 0.1%
 
4.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 11 0.1%
 
1.0 4904 49.0%
 
2.0 144 1.4%
 
3.0 9 0.1%
 
4.0 1 0.0%
 

V87
Numeric

Distinct count 7
Unique (%) 0.1%
Missing (%) 49.3%
Missing (n) 4931
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.056
Minimum 0
Maximum 5
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 2
Maximum 5
Range 5
Interquartile range 0

Descriptive statistics

Standard deviation 0.27169
Coef of variation 0.25727
Kurtosis 40.881
Mean 1.056
MAD 0.1106
Skewness 5.2978
Sum 5353
Variance 0.073814
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 4796 48.0%
 
2.0 236 2.4%
 
3.0 21 0.2%
 
0.0 11 0.1%
 
4.0 3 0.0%
 
5.0 2 0.0%
 
(Missing) 4931 49.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 11 0.1%
 
1.0 4796 48.0%
 
2.0 236 2.4%
 
3.0 21 0.2%
 
4.0 3 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 4796 48.0%
 
2.0 236 2.4%
 
3.0 21 0.2%
 
4.0 3 0.0%
 
5.0 2 0.0%
 

V88
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 49.3%
Missing (n) 4931
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.99842
Minimum 0
Maximum 1
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 1
Range 1
Interquartile range 0

Descriptive statistics

Standard deviation 0.039699
Coef of variation 0.039762
Kurtosis 629.25
Mean 0.99842
MAD 0.0031515
Skewness -25.12
Sum 5061
Variance 0.001576
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 5061 50.6%
 
0.0 8 0.1%
 
(Missing) 4931 49.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 8 0.1%
 
1.0 5061 50.6%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 8 0.1%
 
1.0 5061 50.6%
 

V89
Highly correlated

This variable is highly correlated with V68 and should be ignored for analysis

Correlation 1

V9
Numeric

Distinct count 5
Unique (%) 0.1%
Missing (%) 77.2%
Missing (n) 7724
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.025
Minimum 0
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 3
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.18226
Coef of variation 0.17781
Kurtosis 52.899
Mean 1.025
MAD 0.052392
Skewness 6.3427
Sum 2333
Variance 0.033219
Memory size 156.2 KiB
Value Count Frequency (%)  
1.0 2217 22.2%
 
2.0 49 0.5%
 
3.0 6 0.1%
 
0.0 4 0.0%
 
(Missing) 7724 77.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 4 0.0%
 
1.0 2217 22.2%
 
2.0 49 0.5%
 
3.0 6 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 4 0.0%
 
1.0 2217 22.2%
 
2.0 49 0.5%
 
3.0 6 0.1%
 

V90
Highly correlated

This variable is highly correlated with V48 and should be ignored for analysis

Correlation 0.90874

V91
Highly correlated

This variable is highly correlated with V90 and should be ignored for analysis

Correlation 0.96322

V92
Highly correlated

This variable is highly correlated with V72 and should be ignored for analysis

Correlation 0.92621

V93
Highly correlated

This variable is highly correlated with V92 and should be ignored for analysis

Correlation 0.99676

V94
Highly correlated

This variable is highly correlated with V79 and should be ignored for analysis

Correlation 0.98469

V95
Numeric

Distinct count 11
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.213
Minimum 0
Maximum 10
Zeros (%) 88.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 10
Range 10
Interquartile range 0

Descriptive statistics

Standard deviation 0.76334
Coef of variation 3.5838
Kurtosis 42.381
Mean 0.213
MAD 0.37548
Skewness 5.6705
Sum 2130
Variance 0.58269
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 8814 88.1%
 
1.0 749 7.5%
 
2.0 217 2.2%
 
3.0 94 0.9%
 
4.0 55 0.5%
 
5.0 29 0.3%
 
6.0 18 0.2%
 
7.0 11 0.1%
 
9.0 5 0.1%
 
8.0 5 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 8814 88.1%
 
1.0 749 7.5%
 
2.0 217 2.2%
 
3.0 94 0.9%
 
4.0 55 0.5%
 

Maximum 5 values

Value Count Frequency (%)  
6.0 18 0.2%
 
7.0 11 0.1%
 
8.0 5 0.1%
 
9.0 5 0.1%
 
10.0 3 0.0%
 

V96
Numeric

Distinct count 45
Unique (%) 0.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.6827
Minimum 0
Maximum 85
Zeros (%) 80.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 3
Maximum 85
Range 85
Interquartile range 0

Descriptive statistics

Standard deviation 4.0654
Coef of variation 5.9549
Kurtosis 285.86
Mean 0.6827
MAD 1.0952
Skewness 15.724
Sum 6827
Variance 16.528
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 8021 80.2%
 
1.0 1036 10.4%
 
2.0 375 3.8%
 
3.0 182 1.8%
 
4.0 125 1.2%
 
5.0 60 0.6%
 
6.0 43 0.4%
 
7.0 27 0.3%
 
8.0 22 0.2%
 
9.0 16 0.2%
 
Other values (35) 93 0.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 8021 80.2%
 
1.0 1036 10.4%
 
2.0 375 3.8%
 
3.0 182 1.8%
 
4.0 125 1.2%
 

Maximum 5 values

Value Count Frequency (%)  
81.0 4 0.0%
 
82.0 1 0.0%
 
83.0 1 0.0%
 
84.0 1 0.0%
 
85.0 1 0.0%
 

V97
Highly correlated

This variable is highly correlated with V96 and should be ignored for analysis

Correlation 0.93392

V98
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0505
Minimum 0
Maximum 3
Zeros (%) 95.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 3
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.23055
Coef of variation 4.5654
Kurtosis 24.575
Mean 0.0505
MAD 0.096152
Skewness 4.7765
Sum 505
Variance 0.053155
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 9520 95.2%
 
1.0 456 4.6%
 
2.0 23 0.2%
 
3.0 1 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9520 95.2%
 
1.0 456 4.6%
 
2.0 23 0.2%
 
3.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 9520 95.2%
 
1.0 456 4.6%
 
2.0 23 0.2%
 
3.0 1 0.0%
 

V99
Numeric

Distinct count 25
Unique (%) 0.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.2928
Minimum 0
Maximum 28
Zeros (%) 86.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 28
Range 28
Interquartile range 0

Descriptive statistics

Standard deviation 1.3236
Coef of variation 4.5207
Kurtosis 160.62
Mean 0.2928
MAD 0.50848
Skewness 10.778
Sum 2928
Variance 1.752
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 8683 86.8%
 
1.0 823 8.2%
 
2.0 216 2.2%
 
3.0 89 0.9%
 
4.0 74 0.7%
 
5.0 36 0.4%
 
10.0 23 0.2%
 
6.0 15 0.1%
 
9.0 6 0.1%
 
7.0 6 0.1%
 
Other values (15) 29 0.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 8683 86.8%
 
1.0 823 8.2%
 
2.0 216 2.2%
 
3.0 89 0.9%
 
4.0 74 0.7%
 

Maximum 5 values

Value Count Frequency (%)  
24.0 1 0.0%
 
25.0 1 0.0%
 
26.0 1 0.0%
 
27.0 2 0.0%
 
28.0 1 0.0%
 

addr1
Numeric

Distinct count 61
Unique (%) 0.6%
Missing (%) 9.1%
Missing (n) 913
Infinite (%) 0.0%
Infinite (n) 0
Mean 292.44
Minimum 110
Maximum 536
Zeros (%) 0.0%

Quantile statistics

Minimum 110
5-th percentile 126
Q1 204
Median 299
Q3 330
95-th percentile 485
Maximum 536
Range 426
Interquartile range 126

Descriptive statistics

Standard deviation 103.68
Coef of variation 0.35452
Kurtosis -0.57449
Mean 292.44
MAD 82.841
Skewness 0.3586
Sum 2657400
Variance 10749
Memory size 476.2 KiB
Value Count Frequency (%)  
325.0 738 7.4%
 
299.0 728 7.3%
 
264.0 680 6.8%
 
204.0 670 6.7%
 
315.0 461 4.6%
 
330.0 443 4.4%
 
441.0 375 3.8%
 
272.0 365 3.6%
 
191.0 296 3.0%
 
123.0 292 2.9%
 
Other values (50) 4039 40.4%
 
(Missing) 913 9.1%
 

Minimum 5 values

Value Count Frequency (%)  
110.0 68 0.7%
 
122.0 36 0.4%
 
123.0 292 2.9%
 
126.0 211 2.1%
 
143.0 224 2.2%
 

Maximum 5 values

Value Count Frequency (%)  
494.0 90 0.9%
 
498.0 111 1.1%
 
502.0 12 0.1%
 
512.0 172 1.7%
 
536.0 6 0.1%
 

addr2
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 9.1%
Missing (n) 913
Infinite (%) 0.0%
Infinite (n) 0
Mean 87.007
Minimum 87
Maximum 96
Zeros (%) 0.0%

Quantile statistics

Minimum 87
5-th percentile 87
Q1 87
Median 87
Q3 87
95-th percentile 87
Maximum 96
Range 9
Interquartile range 0

Descriptive statistics

Standard deviation 0.24971
Coef of variation 0.00287
Kurtosis 1293.9
Mean 87.007
MAD 0.013855
Skewness 35.994
Sum 790630
Variance 0.062356
Memory size 476.2 KiB
Value Count Frequency (%)  
87.0 9080 90.8%
 
96.0 7 0.1%
 
(Missing) 913 9.1%
 

Minimum 5 values

Value Count Frequency (%)  
87.0 9080 90.8%
 
96.0 7 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
87.0 9080 90.8%
 
96.0 7 0.1%
 

card1
Numeric

Distinct count 2057
Unique (%) 20.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 9825.5
Minimum 1011
Maximum 18390
Zeros (%) 0.0%

Quantile statistics

Minimum 1011
5-th percentile 2115
Q1 6381
Median 9500
Q3 13780
95-th percentile 17197
Maximum 18390
Range 17379
Interquartile range 7399

Descriptive statistics

Standard deviation 4776.8
Coef of variation 0.48616
Kurtosis -1.0396
Mean 9825.5
MAD 4043.1
Skewness 0.0011048
Sum 98255397
Variance 22818000
Memory size 476.2 KiB
Value Count Frequency (%)  
7919 910 9.1%
 
9500 223 2.2%
 
17188 177 1.8%
 
15885 145 1.5%
 
12544 126 1.3%
 
12695 104 1.0%
 
2803 104 1.0%
 
18132 96 1.0%
 
11207 96 1.0%
 
15066 95 0.9%
 
Other values (2047) 7924 79.2%
 

Minimum 5 values

Value Count Frequency (%)  
1011 1 0.0%
 
1030 2 0.0%
 
1033 1 0.0%
 
1039 11 0.1%
 
1047 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
18366 4 0.0%
 
18370 7 0.1%
 
18375 8 0.1%
 
18387 1 0.0%
 
18390 1 0.0%
 

card2
Numeric

Distinct count 419
Unique (%) 4.2%
Missing (%) 1.2%
Missing (n) 119
Infinite (%) 0.0%
Infinite (n) 0
Mean 349.27
Minimum 100
Maximum 600
Zeros (%) 0.0%

Quantile statistics

Minimum 100
5-th percentile 111
Q1 194
Median 327
Q3 500
95-th percentile 567
Maximum 600
Range 500
Interquartile range 306

Descriptive statistics

Standard deviation 157.78
Coef of variation 0.45174
Kurtosis -1.408
Mean 349.27
MAD 139.6
Skewness -0.042071
Sum 3451100
Variance 24894
Memory size 476.2 KiB
Value Count Frequency (%)  
194.0 938 9.4%
 
321.0 842 8.4%
 
111.0 746 7.5%
 
555.0 700 7.0%
 
490.0 608 6.1%
 
583.0 302 3.0%
 
170.0 259 2.6%
 
514.0 225 2.2%
 
360.0 215 2.1%
 
545.0 208 2.1%
 
Other values (408) 4838 48.4%
 

Minimum 5 values

Value Count Frequency (%)  
100.0 131 1.3%
 
101.0 1 0.0%
 
102.0 2 0.0%
 
103.0 46 0.5%
 
104.0 25 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
595.0 18 0.2%
 
596.0 2 0.0%
 
598.0 2 0.0%
 
599.0 3 0.0%
 
600.0 2 0.0%
 

card3
Numeric

Distinct count 27
Unique (%) 0.3%
Missing (%) 0.0%
Missing (n) 1
Infinite (%) 0.0%
Infinite (n) 0
Mean 152.73
Minimum 100
Maximum 225
Zeros (%) 0.0%

Quantile statistics

Minimum 100
5-th percentile 150
Q1 150
Median 150
Q3 150
95-th percentile 185
Maximum 225
Range 125
Interquartile range 0

Descriptive statistics

Standard deviation 10.195
Coef of variation 0.066753
Kurtosis 8.7601
Mean 152.73
MAD 5.3763
Skewness 2.6352
Sum 1527200
Variance 103.95
Memory size 476.2 KiB
Value Count Frequency (%)  
150.0 9087 90.9%
 
185.0 791 7.9%
 
143.0 17 0.2%
 
146.0 16 0.2%
 
117.0 14 0.1%
 
214.0 11 0.1%
 
144.0 10 0.1%
 
102.0 7 0.1%
 
213.0 5 0.1%
 
100.0 5 0.1%
 
Other values (16) 36 0.4%
 

Minimum 5 values

Value Count Frequency (%)  
100.0 5 0.1%
 
102.0 7 0.1%
 
106.0 5 0.1%
 
117.0 14 0.1%
 
119.0 4 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
203.0 1 0.0%
 
210.0 1 0.0%
 
213.0 5 0.1%
 
214.0 11 0.1%
 
225.0 1 0.0%
 

card4
Categorical

Distinct count 5
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 1
visa
6209
mastercard
3586
american express
 
112
Value Count Frequency (%)  
visa 6209 62.1%
 
mastercard 3586 35.9%
 
american express 112 1.1%
 
discover 92 0.9%
 
(Missing) 1 0.0%
 

card5
Numeric

Distinct count 46
Unique (%) 0.5%
Missing (%) 0.2%
Missing (n) 22
Infinite (%) 0.0%
Infinite (n) 0
Mean 200.32
Minimum 100
Maximum 237
Zeros (%) 0.0%

Quantile statistics

Minimum 100
5-th percentile 117
Q1 166
Median 226
Q3 226
95-th percentile 226
Maximum 237
Range 137
Interquartile range 60

Descriptive statistics

Standard deviation 39.086
Coef of variation 0.19511
Kurtosis 0.18577
Mean 200.32
MAD 32.896
Skewness -1.2665
Sum 1998800
Variance 1527.7
Memory size 476.2 KiB
Value Count Frequency (%)  
226.0 4938 49.4%
 
224.0 1326 13.3%
 
166.0 1287 12.9%
 
117.0 453 4.5%
 
102.0 383 3.8%
 
202.0 374 3.7%
 
138.0 252 2.5%
 
195.0 206 2.1%
 
219.0 166 1.7%
 
137.0 159 1.6%
 
Other values (35) 434 4.3%
 

Minimum 5 values

Value Count Frequency (%)  
100.0 7 0.1%
 
102.0 383 3.8%
 
117.0 453 4.5%
 
118.0 6 0.1%
 
126.0 129 1.3%
 

Maximum 5 values

Value Count Frequency (%)  
226.0 4938 49.4%
 
228.0 3 0.0%
 
229.0 38 0.4%
 
236.0 12 0.1%
 
237.0 1 0.0%
 

card6
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 1
debit
7891
credit
2108
(Missing)
 
1
Value Count Frequency (%)  
debit 7891 78.9%
 
credit 2108 21.1%
 
(Missing) 1 0.0%
 

dist1
Numeric

Distinct count 468
Unique (%) 4.7%
Missing (%) 66.1%
Missing (n) 6615
Infinite (%) 0.0%
Infinite (n) 0
Mean 115.92
Minimum 0
Maximum 4474
Zeros (%) 3.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 3
Median 8
Q3 26
95-th percentile 776.2
Maximum 4474
Range 4474
Interquartile range 23

Descriptive statistics

Standard deviation 345.12
Coef of variation 2.9772
Kurtosis 25.504
Mean 115.92
MAD 176.93
Skewness 4.5602
Sum 392390
Variance 119110
Memory size 476.2 KiB
Value Count Frequency (%)  
0.0 313 3.1%
 
2.0 239 2.4%
 
1.0 238 2.4%
 
3.0 183 1.8%
 
4.0 181 1.8%
 
5.0 177 1.8%
 
6.0 138 1.4%
 
7.0 124 1.2%
 
9.0 109 1.1%
 
11.0 105 1.1%
 
Other values (457) 1578 15.8%
 
(Missing) 6615 66.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 313 3.1%
 
1.0 238 2.4%
 
2.0 239 2.4%
 
3.0 183 1.8%
 
4.0 181 1.8%
 

Maximum 5 values

Value Count Frequency (%)  
2457.0 1 0.0%
 
2463.0 1 0.0%
 
2629.0 1 0.0%
 
2751.0 1 0.0%
 
4474.0 1 0.0%
 

dist2
Numeric

Distinct count 139
Unique (%) 1.4%
Missing (%) 96.2%
Missing (n) 9622
Infinite (%) 0.0%
Infinite (n) 0
Mean 290.48
Minimum 0
Maximum 5521
Zeros (%) 0.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 7
Median 37.5
Q3 285
95-th percentile 1528
Maximum 5521
Range 5521
Interquartile range 278

Descriptive statistics

Standard deviation 618.45
Coef of variation 2.1291
Kurtosis 21.829
Mean 290.48
MAD 368.86
Skewness 3.9748
Sum 109800
Variance 382480
Memory size 476.2 KiB
Value Count Frequency (%)  
7.0 59 0.6%
 
0.0 36 0.4%
 
25.0 13 0.1%
 
1.0 12 0.1%
 
1528.0 11 0.1%
 
2.0 10 0.1%
 
40.0 8 0.1%
 
6.0 7 0.1%
 
631.0 7 0.1%
 
66.0 6 0.1%
 
Other values (128) 209 2.1%
 
(Missing) 9622 96.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 36 0.4%
 
1.0 12 0.1%
 
2.0 10 0.1%
 
3.0 1 0.0%
 
4.0 6 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
2395.0 2 0.0%
 
2517.0 2 0.0%
 
2527.0 2 0.0%
 
4635.0 1 0.0%
 
5521.0 1 0.0%
 

id_01
Numeric

Distinct count 24
Unique (%) 0.2%
Missing (%) 78.4%
Missing (n) 7840
Infinite (%) 0.0%
Infinite (n) 0
Mean -8.3759
Minimum -100
Maximum 0
Zeros (%) 6.0%

Quantile statistics

Minimum -100
5-th percentile -35
Q1 -5
Median -5
Q3 0
95-th percentile 0
Maximum 0
Range 100
Interquartile range 5

Descriptive statistics

Standard deviation 13.988
Coef of variation -1.67
Kurtosis 19.234
Mean -8.3759
MAD 8.0451
Skewness -3.9636
Sum -18092
Variance 195.65
Memory size 156.2 KiB
Value Count Frequency (%)  
-5.0 1095 10.9%
 
0.0 596 6.0%
 
-20.0 140 1.4%
 
-10.0 88 0.9%
 
-15.0 75 0.8%
 
-25.0 46 0.5%
 
-40.0 24 0.2%
 
-45.0 24 0.2%
 
-100.0 17 0.2%
 
-35.0 15 0.1%
 
Other values (13) 40 0.4%
 
(Missing) 7840 78.4%
 

Minimum 5 values

Value Count Frequency (%)  
-100.0 17 0.2%
 
-90.0 3 0.0%
 
-85.0 5 0.1%
 
-80.0 1 0.0%
 
-75.0 5 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
-20.0 140 1.4%
 
-15.0 75 0.8%
 
-10.0 88 0.9%
 
-5.0 1095 10.9%
 
0.0 596 6.0%
 

id_02
Numeric

Distinct count 2110
Unique (%) 21.1%
Missing (%) 78.8%
Missing (n) 7881
Infinite (%) 0.0%
Infinite (n) 0
Mean 144800
Minimum 1386
Maximum 998300
Zeros (%) 0.0%

Quantile statistics

Minimum 1386
5-th percentile 16760
Q1 56280
Median 104710
Q3 187890
95-th percentile 406470
Maximum 998300
Range 996910
Interquartile range 131610

Descriptive statistics

Standard deviation 133500
Coef of variation 0.92199
Kurtosis 6.1839
Mean 144800
MAD 95178
Skewness 2.1294
Sum 306820000
Variance 17822000000
Memory size 156.2 KiB
Value Count Frequency (%)  
79743.0 2 0.0%
 
53242.0 2 0.0%
 
177679.0 2 0.0%
 
46340.0 2 0.0%
 
75800.0 2 0.0%
 
36004.0 2 0.0%
 
102751.0 2 0.0%
 
124255.0 2 0.0%
 
93485.0 2 0.0%
 
19599.0 2 0.0%
 
Other values (2099) 2099 21.0%
 
(Missing) 7881 78.8%
 

Minimum 5 values

Value Count Frequency (%)  
1386.0 1 0.0%
 
1502.0 1 0.0%
 
1575.0 1 0.0%
 
2020.0 1 0.0%
 
2148.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
821814.0 1 0.0%
 
924164.0 1 0.0%
 
933931.0 1 0.0%
 
980093.0 1 0.0%
 
998295.0 1 0.0%
 

id_03
Numeric

Distinct count 10
Unique (%) 0.1%
Missing (%) 90.8%
Missing (n) 9076
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.15152
Minimum -5
Maximum 9
Zeros (%) 8.7%

Quantile statistics

Minimum -5
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 9
Range 14
Interquartile range 0

Descriptive statistics

Standard deviation 0.74536
Coef of variation 4.9194
Kurtosis 41.583
Mean 0.15152
MAD 0.29582
Skewness 5.1279
Sum 140
Variance 0.55557
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 868 8.7%
 
3.0 20 0.2%
 
1.0 14 0.1%
 
2.0 12 0.1%
 
4.0 4 0.0%
 
6.0 2 0.0%
 
5.0 2 0.0%
 
9.0 1 0.0%
 
-5.0 1 0.0%
 
(Missing) 9076 90.8%
 

Minimum 5 values

Value Count Frequency (%)  
-5.0 1 0.0%
 
0.0 868 8.7%
 
1.0 14 0.1%
 
2.0 12 0.1%
 
3.0 20 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 20 0.2%
 
4.0 4 0.0%
 
5.0 2 0.0%
 
6.0 2 0.0%
 
9.0 1 0.0%
 

id_04
Numeric

Distinct count 6
Unique (%) 0.1%
Missing (%) 90.8%
Missing (n) 9076
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.050866
Minimum -11
Maximum 0
Zeros (%) 9.2%

Quantile statistics

Minimum -11
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 0
Range 11
Interquartile range 0

Descriptive statistics

Standard deviation 0.69871
Coef of variation -13.736
Kurtosis 215.28
Mean -0.050866
MAD 0.10107
Skewness -14.521
Sum -47
Variance 0.4882
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 918 9.2%
 
-11.0 3 0.0%
 
-1.0 1 0.0%
 
-8.0 1 0.0%
 
-5.0 1 0.0%
 
(Missing) 9076 90.8%
 

Minimum 5 values

Value Count Frequency (%)  
-11.0 3 0.0%
 
-8.0 1 0.0%
 
-5.0 1 0.0%
 
-1.0 1 0.0%
 
0.0 918 9.2%
 

Maximum 5 values

Value Count Frequency (%)  
-11.0 3 0.0%
 
-8.0 1 0.0%
 
-5.0 1 0.0%
 
-1.0 1 0.0%
 
0.0 918 9.2%
 

id_05
Numeric

Distinct count 51
Unique (%) 0.5%
Missing (%) 79.3%
Missing (n) 7926
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.5236
Minimum -26
Maximum 50
Zeros (%) 14.5%

Quantile statistics

Minimum -26
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 10
Maximum 50
Range 76
Interquartile range 1

Descriptive statistics

Standard deviation 4.8131
Coef of variation 3.159
Kurtosis 21.123
Mean 1.5236
MAD 2.6257
Skewness 3.6168
Sum 3160
Variance 23.166
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1454 14.5%
 
1.0 150 1.5%
 
2.0 68 0.7%
 
3.0 61 0.6%
 
5.0 38 0.4%
 
4.0 34 0.3%
 
6.0 32 0.3%
 
7.0 21 0.2%
 
9.0 20 0.2%
 
8.0 17 0.2%
 
Other values (40) 179 1.8%
 
(Missing) 7926 79.3%
 

Minimum 5 values

Value Count Frequency (%)  
-26.0 1 0.0%
 
-21.0 1 0.0%
 
-12.0 1 0.0%
 
-11.0 2 0.0%
 
-10.0 3 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
33.0 1 0.0%
 
40.0 1 0.0%
 
41.0 1 0.0%
 
42.0 1 0.0%
 
50.0 1 0.0%
 

id_06
Numeric

Distinct count 56
Unique (%) 0.6%
Missing (%) 79.3%
Missing (n) 7926
Infinite (%) 0.0%
Infinite (n) 0
Mean -5.6659
Minimum -100
Maximum 0
Zeros (%) 14.8%

Quantile statistics

Minimum -100
5-th percentile -31
Q1 -4
Median 0
Q3 0
95-th percentile 0
Maximum 0
Range 100
Interquartile range 4

Descriptive statistics

Standard deviation 15.501
Coef of variation -2.7358
Kurtosis 21.899
Mean -5.6659
MAD 8.4504
Skewness -4.378
Sum -11751
Variance 240.28
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1477 14.8%
 
-1.0 64 0.6%
 
-5.0 48 0.5%
 
-6.0 39 0.4%
 
-100.0 35 0.4%
 
-8.0 34 0.3%
 
-9.0 32 0.3%
 
-7.0 29 0.3%
 
-10.0 28 0.3%
 
-11.0 25 0.2%
 
Other values (45) 263 2.6%
 
(Missing) 7926 79.3%
 

Minimum 5 values

Value Count Frequency (%)  
-100.0 35 0.4%
 
-81.0 1 0.0%
 
-78.0 1 0.0%
 
-72.0 1 0.0%
 
-67.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
-4.0 20 0.2%
 
-3.0 6 0.1%
 
-2.0 4 0.0%
 
-1.0 64 0.6%
 
0.0 1477 14.8%
 

id_07
Highly correlated

This variable is highly correlated with D3 and should be ignored for analysis

Correlation 0.98614

id_08
Numeric

Distinct count 35
Unique (%) 0.4%
Missing (%) 99.4%
Missing (n) 9940
Infinite (%) 0.0%
Infinite (n) 0
Mean -35.567
Minimum -100
Maximum 0
Zeros (%) 0.0%

Quantile statistics

Minimum -100
5-th percentile -100
Q1 -50
Median -33.5
Q3 -17.25
95-th percentile 0
Maximum 0
Range 100
Interquartile range 32.75

Descriptive statistics

Standard deviation 24.613
Coef of variation -0.69203
Kurtosis 1.109
Mean -35.567
MAD 18.704
Skewness -0.93435
Sum -2134
Variance 605.81
Memory size 156.2 KiB
Value Count Frequency (%)  
-50.0 7 0.1%
 
0.0 4 0.0%
 
-100.0 4 0.0%
 
-10.0 3 0.0%
 
-51.0 3 0.0%
 
-11.0 3 0.0%
 
-36.0 2 0.0%
 
-7.0 2 0.0%
 
-33.0 2 0.0%
 
-49.0 2 0.0%
 
Other values (24) 28 0.3%
 
(Missing) 9940 99.4%
 

Minimum 5 values

Value Count Frequency (%)  
-100.0 4 0.0%
 
-73.0 1 0.0%
 
-55.0 2 0.0%
 
-54.0 1 0.0%
 
-51.0 3 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
-11.0 3 0.0%
 
-10.0 3 0.0%
 
-7.0 2 0.0%
 
-6.0 1 0.0%
 
0.0 4 0.0%
 

id_09
Numeric

Distinct count 16
Unique (%) 0.2%
Missing (%) 89.0%
Missing (n) 8900
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.20727
Minimum -11
Maximum 9
Zeros (%) 10.0%

Quantile statistics

Minimum -11
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 2
Maximum 9
Range 20
Interquartile range 0

Descriptive statistics

Standard deviation 1.0913
Coef of variation 5.2648
Kurtosis 30.521
Mean 0.20727
MAD 0.44859
Skewness 1.4593
Sum 228
Variance 1.1908
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1000 10.0%
 
1.0 29 0.3%
 
3.0 26 0.3%
 
2.0 13 0.1%
 
4.0 10 0.1%
 
6.0 6 0.1%
 
7.0 4 0.0%
 
5.0 4 0.0%
 
-1.0 2 0.0%
 
-11.0 1 0.0%
 
Other values (5) 5 0.1%
 
(Missing) 8900 89.0%
 

Minimum 5 values

Value Count Frequency (%)  
-11.0 1 0.0%
 
-8.0 1 0.0%
 
-7.0 1 0.0%
 
-6.0 1 0.0%
 
-4.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
4.0 10 0.1%
 
5.0 4 0.0%
 
6.0 6 0.1%
 
7.0 4 0.0%
 
9.0 1 0.0%
 

id_10
Numeric

Distinct count 14
Unique (%) 0.1%
Missing (%) 89.0%
Missing (n) 8900
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.24182
Minimum -42
Maximum 0
Zeros (%) 10.8%

Quantile statistics

Minimum -42
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 0
Range 42
Interquartile range 0

Descriptive statistics

Standard deviation 2.3055
Coef of variation -9.5341
Kurtosis 185.38
Mean -0.24182
MAD 0.4744
Skewness -12.765
Sum -266
Variance 5.3154
Memory size 156.2 KiB
Value Count Frequency (%)  
0.0 1079 10.8%
 
-11.0 6 0.1%
 
-1.0 3 0.0%
 
-6.0 3 0.0%
 
-30.0 1 0.0%
 
-29.0 1 0.0%
 
-9.0 1 0.0%
 
-42.0 1 0.0%
 
-33.0 1 0.0%
 
-7.0 1 0.0%
 
Other values (3) 3 0.0%
 
(Missing) 8900 89.0%
 

Minimum 5 values

Value Count Frequency (%)  
-42.0 1 0.0%
 
-33.0 1 0.0%
 
-30.0 1 0.0%
 
-29.0 1 0.0%
 
-16.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
-7.0 1 0.0%
 
-6.0 3 0.0%
 
-5.0 1 0.0%
 
-1.0 3 0.0%
 
0.0 1079 10.8%
 

id_11
Numeric

Distinct count 72
Unique (%) 0.7%
Missing (%) 78.8%
Missing (n) 7881
Infinite (%) 0.0%
Infinite (n) 0
Mean 99.648
Minimum 90.1
Maximum 100
Zeros (%) 0.0%

Quantile statistics

Minimum 90.1
5-th percentile 96.43
Q1 100
Median 100
Q3 100
95-th percentile 100
Maximum 100
Range 9.9
Interquartile range 0

Descriptive statistics

Standard deviation 1.3016
Coef of variation 0.013062
Kurtosis 17.094
Mean 99.648
MAD 0.64825
Skewness -4.0477
Sum 211150
Variance 1.6942
Memory size 156.2 KiB
Value Count Frequency (%)  
100.0 1950 19.5%
 
95.08000183105469 18 0.2%
 
95.16000366210938 12 0.1%
 
97.12000274658205 9 0.1%
 
95.6500015258789 7 0.1%
 
95.6999969482422 7 0.1%
 
96.19000244140624 5 0.1%
 
96.66999816894531 5 0.1%
 
97.5199966430664 5 0.1%
 
93.5500030517578 4 0.0%
 
Other values (61) 97 1.0%
 
(Missing) 7881 78.8%
 

Minimum 5 values

Value Count Frequency (%)  
90.0999984741211 1 0.0%
 
90.1999969482422 1 0.0%
 
90.56999969482422 2 0.0%
 
90.91000366210938 1 0.0%
 
91.02999877929688 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
98.25 1 0.0%
 
98.31999969482422 2 0.0%
 
98.91000366210938 1 0.0%
 
99.22000122070312 1 0.0%
 
100.0 1950 19.5%
 

id_12
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 78.4%
Missing (n) 7840
NotFound
1908
Found
 
252
(Missing)
7840
Value Count Frequency (%)  
NotFound 1908 19.1%
 
Found 252 2.5%
 
(Missing) 7840 78.4%
 

id_13
Numeric

Distinct count 22
Unique (%) 0.2%
Missing (%) 83.5%
Missing (n) 8347
Infinite (%) 0.0%
Infinite (n) 0
Mean 47.537
Minimum 11
Maximum 63
Zeros (%) 0.0%

Quantile statistics

Minimum 11
5-th percentile 20
Q1 49
Median 52
Q3 52
95-th percentile 52
Maximum 63
Range 52
Interquartile range 3

Descriptive statistics

Standard deviation 10.213
Coef of variation 0.21485
Kurtosis 4.2118
Mean 47.537
MAD 6.3408
Skewness -2.3096
Sum 78579
Variance 104.31
Memory size 156.2 KiB
Value Count Frequency (%)  
52.0 885 8.8%
 
49.0 510 5.1%
 
20.0 83 0.8%
 
14.0 36 0.4%
 
63.0 25 0.2%
 
25.0 19 0.2%
 
43.0 18 0.2%
 
18.0 16 0.2%
 
41.0 13 0.1%
 
35.0 12 0.1%
 
Other values (11) 36 0.4%
 
(Missing) 8347 83.5%
 

Minimum 5 values

Value Count Frequency (%)  
11.0 2 0.0%
 
14.0 36 0.4%
 
15.0 11 0.1%
 
18.0 16 0.2%
 
20.0 83 0.8%
 

Maximum 5 values

Value Count Frequency (%)  
57.0 3 0.0%
 
59.0 1 0.0%
 
61.0 5 0.1%
 
62.0 2 0.0%
 
63.0 25 0.2%
 

id_14
Numeric

Distinct count 12
Unique (%) 0.1%
Missing (%) 86.2%
Missing (n) 8618
Infinite (%) 0.0%
Infinite (n) 0
Mean -341.72
Minimum -600
Maximum 480
Zeros (%) 0.0%

Quantile statistics

Minimum -600
5-th percentile -480
Q1 -360
Median -300
Q3 -300
95-th percentile -300
Maximum 480
Range 1080
Interquartile range 60

Descriptive statistics

Standard deviation 96.29
Coef of variation -0.28178
Kurtosis 31.987
Mean -341.72
MAD 59.543
Skewness 3.5443
Sum -472260
Variance 9271.8
Memory size 156.2 KiB
Value Count Frequency (%)  
-300.0 778 7.8%
 
-360.0 313 3.1%
 
-480.0 194 1.9%
 
-420.0 70 0.7%
 
-600.0 9 0.1%
 
480.0 8 0.1%
 
-540.0 4 0.0%
 
300.0 2 0.0%
 
-180.0 2 0.0%
 
-240.0 1 0.0%
 
(Missing) 8618 86.2%
 

Minimum 5 values

Value Count Frequency (%)  
-600.0 9 0.1%
 
-540.0 4 0.0%
 
-480.0 194 1.9%
 
-420.0 70 0.7%
 
-360.0 313 3.1%
 

Maximum 5 values

Value Count Frequency (%)  
-240.0 1 0.0%
 
-180.0 2 0.0%
 
60.0 1 0.0%
 
300.0 2 0.0%
 
480.0 8 0.1%
 

id_15
Categorical

Distinct count 4
Unique (%) 0.0%
Missing (%) 78.8%
Missing (n) 7881
New
 
1007
Found
 
964
Unknown
 
148
(Missing)
7881
Value Count Frequency (%)  
New 1007 10.1%
 
Found 964 9.6%
 
Unknown 148 1.5%
 
(Missing) 7881 78.8%
 

id_16
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 80.3%
Missing (n) 8029
NotFound
 
1047
Found
 
924
(Missing)
8029
Value Count Frequency (%)  
NotFound 1047 10.5%
 
Found 924 9.2%
 
(Missing) 8029 80.3%
 

id_17
Numeric

Distinct count 18
Unique (%) 0.2%
Missing (%) 78.9%
Missing (n) 7893
Infinite (%) 0.0%
Infinite (n) 0
Mean 184.62
Minimum 100
Maximum 225
Zeros (%) 0.0%

Quantile statistics

Minimum 100
5-th percentile 166
Q1 166
Median 166
Q3 225
95-th percentile 225
Maximum 225
Range 125
Interquartile range 59

Descriptive statistics

Standard deviation 28.975
Coef of variation 0.15695
Kurtosis -1.1404
Mean 184.62
MAD 26.634
Skewness 0.51083
Sum 388980
Variance 839.56
Memory size 156.2 KiB
Value Count Frequency (%)  
166.0 1360 13.6%
 
225.0 693 6.9%
 
130.0 11 0.1%
 
121.0 7 0.1%
 
102.0 7 0.1%
 
148.0 6 0.1%
 
142.0 4 0.0%
 
144.0 4 0.0%
 
146.0 3 0.0%
 
100.0 3 0.0%
 
Other values (7) 9 0.1%
 
(Missing) 7893 78.9%
 

Minimum 5 values

Value Count Frequency (%)  
100.0 3 0.0%
 
102.0 7 0.1%
 
121.0 7 0.1%
 
130.0 11 0.1%
 
133.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
166.0 1360 13.6%
 
195.0 1 0.0%
 
199.0 2 0.0%
 
218.0 1 0.0%
 
225.0 693 6.9%
 

id_18
Numeric

Distinct count 8
Unique (%) 0.1%
Missing (%) 94.4%
Missing (n) 9437
Infinite (%) 0.0%
Infinite (n) 0
Mean 14.037
Minimum 12
Maximum 21
Zeros (%) 0.0%

Quantile statistics

Minimum 12
5-th percentile 12
Q1 13
Median 15
Q3 15
95-th percentile 15
Maximum 21
Range 9
Interquartile range 2

Descriptive statistics

Standard deviation 1.4131
Coef of variation 0.10067
Kurtosis 1.8115
Mean 14.037
MAD 1.2349
Skewness 0.65525
Sum 7903
Variance 1.9968
Memory size 156.2 KiB
Value Count Frequency (%)  
15.0 290 2.9%
 
13.0 176 1.8%
 
12.0 81 0.8%
 
18.0 11 0.1%
 
20.0 3 0.0%
 
21.0 1 0.0%
 
14.0 1 0.0%
 
(Missing) 9437 94.4%
 

Minimum 5 values

Value Count Frequency (%)  
12.0 81 0.8%
 
13.0 176 1.8%
 
14.0 1 0.0%
 
15.0 290 2.9%
 
18.0 11 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
14.0 1 0.0%
 
15.0 290 2.9%
 
18.0 11 0.1%
 
20.0 3 0.0%
 
21.0 1 0.0%
 

id_19
Numeric

Distinct count 134
Unique (%) 1.3%
Missing (%) 78.9%
Missing (n) 7893
Infinite (%) 0.0%
Infinite (n) 0
Mean 358.96
Minimum 100
Maximum 669
Zeros (%) 0.0%

Quantile statistics

Minimum 100
5-th percentile 122
Q1 266
Median 352
Q3 458
95-th percentile 621
Maximum 669
Range 569
Interquartile range 192

Descriptive statistics

Standard deviation 146.25
Coef of variation 0.40744
Kurtosis -0.89478
Mean 358.96
MAD 124.18
Skewness 0.12708
Sum 756330
Variance 21390
Memory size 156.2 KiB
Value Count Frequency (%)  
266.0 226 2.3%
 
410.0 194 1.9%
 
529.0 155 1.6%
 
312.0 121 1.2%
 
542.0 102 1.0%
 
215.0 101 1.0%
 
427.0 96 1.0%
 
100.0 96 1.0%
 
153.0 67 0.7%
 
176.0 58 0.6%
 
Other values (123) 891 8.9%
 
(Missing) 7893 78.9%
 

Minimum 5 values

Value Count Frequency (%)  
100.0 96 1.0%
 
107.0 2 0.0%
 
112.0 1 0.0%
 
121.0 1 0.0%
 
122.0 24 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
653.0 4 0.0%
 
661.0 1 0.0%
 
664.0 1 0.0%
 
667.0 1 0.0%
 
669.0 2 0.0%
 

id_20
Numeric

Distinct count 96
Unique (%) 1.0%
Missing (%) 78.9%
Missing (n) 7894
Infinite (%) 0.0%
Infinite (n) 0
Mean 397.89
Minimum 100
Maximum 638
Zeros (%) 0.0%

Quantile statistics

Minimum 100
5-th percentile 161
Q1 256
Median 411
Q3 533
95-th percentile 600
Maximum 638
Range 538
Interquartile range 277

Descriptive statistics

Standard deviation 151.38
Coef of variation 0.38045
Kurtosis -1.3704
Mean 397.89
MAD 137.48
Skewness -0.27779
Sum 837950
Variance 22915
Memory size 156.2 KiB
Value Count Frequency (%)  
507.0 338 3.4%
 
222.0 154 1.5%
 
325.0 118 1.2%
 
549.0 107 1.1%
 
533.0 96 1.0%
 
214.0 94 0.9%
 
600.0 92 0.9%
 
333.0 59 0.6%
 
161.0 58 0.6%
 
368.0 53 0.5%
 
Other values (85) 937 9.4%
 
(Missing) 7894 78.9%
 

Minimum 5 values

Value Count Frequency (%)  
100.0 9 0.1%
 
103.0 1 0.0%
 
107.0 21 0.2%
 
111.0 6 0.1%
 
122.0 6 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
611.0 19 0.2%
 
612.0 3 0.0%
 
623.0 3 0.0%
 
633.0 1 0.0%
 
638.0 5 0.1%
 

id_21
Numeric

Distinct count 15
Unique (%) 0.1%
Missing (%) 99.4%
Missing (n) 9940
Infinite (%) 0.0%
Infinite (n) 0
Mean 401.97
Minimum 228
Maximum 849
Zeros (%) 0.0%

Quantile statistics

Minimum 228
5-th percentile 228
Q1 252
Median 252
Q3 657
95-th percentile 849
Maximum 849
Range 621
Interquartile range 405

Descriptive statistics

Standard deviation 229.41
Coef of variation 0.57071
Kurtosis -0.80475
Mean 401.97
MAD 202.26
Skewness 0.9829
Sum 24118
Variance 52628
Memory size 156.2 KiB
Value Count Frequency (%)  
252.0 29 0.3%
 
228.0 8 0.1%
 
849.0 4 0.0%
 
457.0 3 0.0%
 
755.0 3 0.0%
 
657.0 3 0.0%
 
734.0 2 0.0%
 
255.0 2 0.0%
 
596.0 1 0.0%
 
796.0 1 0.0%
 
Other values (4) 4 0.0%
 
(Missing) 9940 99.4%
 

Minimum 5 values

Value Count Frequency (%)  
228.0 8 0.1%
 
252.0 29 0.3%
 
255.0 2 0.0%
 
369.0 1 0.0%
 
457.0 3 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
734.0 2 0.0%
 
755.0 3 0.0%
 
796.0 1 0.0%
 
848.0 1 0.0%
 
849.0 4 0.0%
 

id_22
Highly correlated

This variable is highly correlated with V94 and should be ignored for analysis

Correlation 0.929

id_23
Categorical

Distinct count 4
Unique (%) 0.0%
Missing (%) 99.4%
Missing (n) 9940
IP_PROXY:TRANSPARENT
 
35
IP_PROXY:HIDDEN
 
13
IP_PROXY:ANONYMOUS
 
12
(Missing)
9940
Value Count Frequency (%)  
IP_PROXY:TRANSPARENT 35 0.4%
 
IP_PROXY:HIDDEN 13 0.1%
 
IP_PROXY:ANONYMOUS 12 0.1%
 
(Missing) 9940 99.4%
 

id_24
Highly correlated

This variable is highly correlated with V50 and should be ignored for analysis

Correlation 0.9898

id_25
Highly correlated

This variable is highly correlated with D3 and should be ignored for analysis

Correlation 0.9988

id_26
Numeric

Distinct count 19
Unique (%) 0.2%
Missing (%) 99.4%
Missing (n) 9940
Infinite (%) 0.0%
Infinite (n) 0
Mean 150.65
Minimum 100
Maximum 216
Zeros (%) 0.0%

Quantile statistics

Minimum 100
5-th percentile 100
Q1 119
Median 147
Q3 184
95-th percentile 215
Maximum 216
Range 116
Interquartile range 65

Descriptive statistics

Standard deviation 38.332
Coef of variation 0.25444
Kurtosis -1.1811
Mean 150.65
MAD 32.815
Skewness 0.2382
Sum 9039
Variance 1469.3
Memory size 156.2 KiB
Value Count Frequency (%)  
184.0 8 0.1%
 
102.0 7 0.1%
 
142.0 5 0.1%
 
100.0 5 0.1%
 
119.0 5 0.1%
 
215.0 5 0.1%
 
147.0 4 0.0%
 
121.0 4 0.0%
 
206.0 3 0.0%
 
161.0 3 0.0%
 
Other values (8) 11 0.1%
 
(Missing) 9940 99.4%
 

Minimum 5 values

Value Count Frequency (%)  
100.0 5 0.1%
 
102.0 7 0.1%
 
117.0 1 0.0%
 
119.0 5 0.1%
 
121.0 4 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
184.0 8 0.1%
 
191.0 1 0.0%
 
206.0 3 0.0%
 
215.0 5 0.1%
 
216.0 1 0.0%
 

id_27
Categorical

Distinct count 2
Unique (%) 0.0%
Missing (%) 99.4%
Missing (n) 9940
Found
 
60
(Missing)
9940
Value Count Frequency (%)  
Found 60 0.6%
 
(Missing) 9940 99.4%
 

id_28
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 78.8%
Missing (n) 7881
Found
 
1139
New
 
980
(Missing)
7881
Value Count Frequency (%)  
Found 1139 11.4%
 
New 980 9.8%
 
(Missing) 7881 78.8%
 

id_29
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 78.8%
Missing (n) 7881
Found
 
1100
NotFound
 
1019
(Missing)
7881
Value Count Frequency (%)  
Found 1100 11.0%
 
NotFound 1019 10.2%
 
(Missing) 7881 78.8%
 

id_30
Categorical

Distinct count 54
Unique (%) 0.5%
Missing (%) 86.6%
Missing (n) 8659
Windows 10
 
360
iOS 11.1.2
 
211
Windows 7
 
189
Other values (50)
 
581
(Missing)
8659
Value Count Frequency (%)  
Windows 10 360 3.6%
 
iOS 11.1.2 211 2.1%
 
Windows 7 189 1.9%
 
Android 7.0 62 0.6%
 
Mac OS X 10_12_6 52 0.5%
 
Mac OS X 10_13_1 44 0.4%
 
Windows 8.1 42 0.4%
 
Mac OS X 10_11_6 42 0.4%
 
iOS 10.3.3 42 0.4%
 
iOS 11.1.1 25 0.2%
 
Other values (43) 272 2.7%
 
(Missing) 8659 86.6%
 

id_31
Categorical

Distinct count 52
Unique (%) 0.5%
Missing (%) 78.8%
Missing (n) 7885
chrome 62.0
 
728
mobile safari 11.0
 
309
chrome 62.0 for android
 
176
Other values (48)
 
902
(Missing)
7885
Value Count Frequency (%)  
chrome 62.0 728 7.3%
 
mobile safari 11.0 309 3.1%
 
chrome 62.0 for android 176 1.8%
 
ie 11.0 for desktop 134 1.3%
 
safari generic 133 1.3%
 
firefox 57.0 100 1.0%
 
mobile safari 10.0 88 0.9%
 
edge 15.0 54 0.5%
 
mobile safari generic 53 0.5%
 
chrome 61.0 44 0.4%
 
Other values (41) 296 3.0%
 
(Missing) 7885 78.8%
 

id_32
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 86.6%
Missing (n) 8659
Infinite (%) 0.0%
Infinite (n) 0
Mean 26.929
Minimum 24
Maximum 32
Zeros (%) 0.0%

Quantile statistics

Minimum 24
5-th percentile 24
Q1 24
Median 24
Q3 32
95-th percentile 32
Maximum 32
Range 8
Interquartile range 8

Descriptive statistics

Standard deviation 3.8554
Coef of variation 0.14317
Kurtosis -1.693
Mean 26.929
MAD 3.7133
Skewness 0.55633
Sum 36112
Variance 14.864
Memory size 156.2 KiB
Value Count Frequency (%)  
24.0 850 8.5%
 
32.0 491 4.9%
 
(Missing) 8659 86.6%
 

Minimum 5 values

Value Count Frequency (%)  
24.0 850 8.5%
 
32.0 491 4.9%
 

Maximum 5 values

Value Count Frequency (%)  
24.0 850 8.5%
 
32.0 491 4.9%
 

id_33
Categorical

Distinct count 53
Unique (%) 0.5%
Missing (%) 87.5%
Missing (n) 8753
1920x1080
 
236
1366x768
 
176
1334x750
 
110
Other values (49)
 
725
(Missing)
8753
Value Count Frequency (%)  
1920x1080 236 2.4%
 
1366x768 176 1.8%
 
1334x750 110 1.1%
 
2208x1242 87 0.9%
 
1440x900 86 0.9%
 
2048x1536 86 0.9%
 
1600x900 66 0.7%
 
1136x640 38 0.4%
 
1280x800 37 0.4%
 
2560x1600 34 0.3%
 
Other values (42) 291 2.9%
 
(Missing) 8753 87.5%
 

id_34
Categorical

Distinct count 4
Unique (%) 0.0%
Missing (%) 86.8%
Missing (n) 8679
match_status:2
 
972
match_status:1
 
337
match_status:0
 
12
(Missing)
8679
Value Count Frequency (%)  
match_status:2 972 9.7%
 
match_status:1 337 3.4%
 
match_status:0 12 0.1%
 
(Missing) 8679 86.8%
 

id_35
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 78.8%
Missing (n) 7881
T
 
1341
F
 
778
(Missing)
7881
Value Count Frequency (%)  
T 1341 13.4%
 
F 778 7.8%
 
(Missing) 7881 78.8%
 

id_36
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 78.8%
Missing (n) 7881
F
1945
T
 
174
(Missing)
7881
Value Count Frequency (%)  
F 1945 19.4%
 
T 174 1.7%
 
(Missing) 7881 78.8%
 

id_37
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 78.8%
Missing (n) 7881
T
1654
F
 
465
(Missing)
7881
Value Count Frequency (%)  
T 1654 16.5%
 
F 465 4.7%
 
(Missing) 7881 78.8%
 

id_38
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 78.8%
Missing (n) 7881
T
1847
F
 
272
(Missing)
7881
Value Count Frequency (%)  
T 1847 18.5%
 
F 272 2.7%
 
(Missing) 7881 78.8%
 

isFraud
Boolean

Distinct count 2
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Mean 0.0265
0
9735
1
 
265
Value Count Frequency (%)  
0 9735 97.4%
 
1 265 2.6%
 

Correlations

Sample

TransactionID isFraud TransactionDT TransactionAmt ProductCD card1 card2 card3 card4 card5 card6 addr1 addr2 dist1 dist2 P_emaildomain R_emaildomain C1 C2 C3 C4 C5 C6 C7 C8 C9 C10 C11 C12 C13 C14 D1 D2 D3 D4 D5 D6 D7 D8 D9 D10 D11 D12 D13 D14 D15 M1 M2 M3 M4 M5 M6 M7 M8 M9 V1 V2 V3 V4 V5 V6 V7 V8 V9 V10 V11 V12 V13 V14 V15 V16 V17 V18 V19 V20 V21 V22 V23 V24 V25 V26 V27 V28 V29 V30 V31 V32 V33 V34 V35 V36 V37 V38 V39 V40 V41 V42 V43 V44 V45 V46 V47 V48 V49 V50 V51 V52 V53 V54 V55 V56 V57 V58 V59 V60 V61 V62 V63 V64 V65 V66 V67 V68 V69 V70 V71 V72 V73 V74 V75 V76 V77 V78 V79 V80 V81 V82 V83 V84 V85 V86 V87 V88 V89 V90 V91 V92 V93 V94 V95 V96 V97 V98 V99 V100 V101 V102 V103 V104 V105 V106 V107 V108 V109 V110 V111 V112 V113 V114 V115 V116 V117 V118 V119 V120 V121 V122 V123 V124 V125 V126 V127 V128 V129 V130 V131 V132 V133 V134 V135 V136 V137 V138 V139 V140 V141 V142 V143 V144 V145 V146 V147 V148 V149 V150 V151 V152 V153 V154 V155 V156 V157 V158 V159 V160 V161 V162 V163 V164 V165 V166 V167 V168 V169 V170 V171 V172 V173 V174 V175 V176 V177 V178 V179 V180 V181 V182 V183 V184 V185 V186 V187 V188 V189 V190 V191 V192 V193 V194 V195 V196 V197 V198 V199 V200 V201 V202 V203 V204 V205 V206 V207 V208 V209 V210 V211 V212 V213 V214 V215 V216 V217 V218 V219 V220 V221 V222 V223 V224 V225 V226 V227 V228 V229 V230 V231 V232 V233 V234 V235 V236 V237 V238 V239 V240 V241 V242 V243 V244 V245 V246 V247 V248 V249 V250 V251 V252 V253 V254 V255 V256 V257 V258 V259 V260 V261 V262 V263 V264 V265 V266 V267 V268 V269 V270 V271 V272 V273 V274 V275 V276 V277 V278 V279 V280 V281 V282 V283 V284 V285 V286 V287 V288 V289 V290 V291 V292 V293 V294 V295 V296 V297 V298 V299 V300 V301 V302 V303 V304 V305 V306 V307 V308 V309 V310 V311 V312 V313 V314 V315 V316 V317 V318 V319 V320 V321 V322 V323 V324 V325 V326 V327 V328 V329 V330 V331 V332 V333 V334 V335 V336 V337 V338 V339 id_01 id_02 id_03 id_04 id_05 id_06 id_07 id_08 id_09 id_10 id_11 id_12 id_13 id_14 id_15 id_16 id_17 id_18 id_19 id_20 id_21 id_22 id_23 id_24 id_25 id_26 id_27 id_28 id_29 id_30 id_31 id_32 id_33 id_34 id_35 id_36 id_37 id_38 DeviceType DeviceInfo
0 2987000 0 86400 68.5 W 13926 NaN 150.0 discover 142.0 credit 315.0 87.0 19.0 NaN NaN NaN 1.0 1.0 0.0 0.0 0.0 1.0 0.0 0.0 1.0 0.0 2.0 0.0 1.0 1.0 14.0 NaN 13.0 NaN NaN NaN NaN NaN NaN 13.0 13.0 NaN NaN NaN 0.0 T T T M2 F T NaN NaN NaN 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 0.0 0.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 1.0 1.0 0.0 0.0 1.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 1.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 1.0 1.0 0.0 0.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1.0 0.0 0.0 0.0 0.0 0.0 1.0 0.0 0.0 0.0 0.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 0.0 117.0 0.0 0.0 0.0 0.0 0.0 117.0 0.0 0.0 0.0 0.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.0 0.0 0.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 1.0 1.0 1.0 0.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1.0 0.0 117.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 117.0 0.0 0.0 0.0 0.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN
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